diff --git a/Dockerfile b/Dockerfile
index f52e8bc..11b1de8 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -155,7 +155,7 @@ RUN --mount=type=secret,id=ghtoken,env=NODE_AUTH_TOKEN \
 # ---------------------------------------------------------------------------
 # Stage 3: bake the finished sibyl dist into the trex backend.
 # ---------------------------------------------------------------------------
-FROM ghcr.io/ohdsi/trexsql:latest@sha256:bdeea44d964b2eddf9346aacfc8090311a9cba1b2f1be5a59742445c9bd5cf64
+FROM ghcr.io/ohdsi/trexsql:latest@sha256:6c3ec02c884766fd52b27c34b3dcd1a12cd385efa74edbfba03d620018794733
 
 # --- R runtime for hades / Strategus ---------------------------------------
 # The trexsql base ships the hades DuckDB extension but NOT R, so hades_execute
diff --git a/central/template.yaml b/central/template.yaml
index f7e4e6d..5a4fdf0 100644
--- a/central/template.yaml
+++ b/central/template.yaml
@@ -210,7 +210,11 @@ Resources:
   PreTokenGenFunction:
     Type: AWS::Serverless::Function
     Properties:
-      Handler: index.preTokenGen
+      # esbuild emits the bundle named after the entry point (preTokenGen.mjs),
+      # so the handler module must be `preTokenGen`, not `index`. Using
+      # `index.preTokenGen` makes the runtime fail with "Cannot find module 'index'",
+      # which Cognito surfaces as UserLambdaValidationException on token generation.
+      Handler: preTokenGen.preTokenGen
       CodeUri: api/
     Metadata:
       BuildMethod: esbuild
diff --git a/central/web/src/auth/session.ts b/central/web/src/auth/session.ts
index 429e0a2..e777cde 100644
--- a/central/web/src/auth/session.ts
+++ b/central/web/src/auth/session.ts
@@ -76,7 +76,14 @@ export async function handleCallback(search: string): Promise<void> {
   if (!code) throw new Error('missing authorization code');
   if (state !== localStorage.getItem(STATE_KEY)) throw new Error('state mismatch');
 
-  const verifier = localStorage.getItem(VERIFIER_KEY) ?? '';
+  // Consume the PKCE verifier up-front so a duplicate or reloaded callback can't
+  // re-submit the same single-use code (Cognito rejects reuse as invalid_grant,
+  // which previously surfaced as the opaque "token exchange failed").
+  const verifier = localStorage.getItem(VERIFIER_KEY);
+  if (!verifier) throw new Error('no pending sign-in — start login again');
+  localStorage.removeItem(VERIFIER_KEY);
+  localStorage.removeItem(STATE_KEY);
+
   const body = new URLSearchParams({
     grant_type: 'authorization_code',
     client_id: config.clientId,
@@ -89,8 +96,9 @@ export async function handleCallback(search: string): Promise<void> {
     headers: { 'content-type': 'application/x-www-form-urlencoded' },
     body,
   });
-  if (!res.ok) throw new Error('token exchange failed');
+  if (!res.ok) {
+    const detail = await res.text().catch(() => '');
+    throw new Error(`token exchange failed (${res.status}): ${detail}`);
+  }
   storeTokens((await res.json()) as TokenResponse);
-  localStorage.removeItem(VERIFIER_KEY);
-  localStorage.removeItem(STATE_KEY);
 }
diff --git a/docker-compose.yml b/docker-compose.yml
index 64c0b14..8381150 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -64,7 +64,7 @@ services:
     container_name: sibyl-trex-init
     # Pinned to the same multi-arch index digest as the Dockerfile FROM (=
     # trexsql:latest); each host pulls its native variant (amd64 or arm64).
-    image: ghcr.io/ohdsi/trexsql:latest@sha256:a57e5d3eadcb73b6f0b70cef28c0e42d2a0a7e0256310bb1eabc2a8ccd4375ae
+    image: ghcr.io/ohdsi/trexsql:latest@sha256:6c3ec02c884766fd52b27c34b3dcd1a12cd385efa74edbfba03d620018794733
     entrypoint: /usr/local/bin/trex-init
     environment:
       TREX_SECRETS_DIR: /shared
diff --git a/plugins/metadata-api/migrations/V3__notebook_graphql_grants.sql b/plugins/metadata-api/migrations/V3__notebook_graphql_grants.sql
new file mode 100644
index 0000000..07bc182
--- /dev/null
+++ b/plugins/metadata-api/migrations/V3__notebook_graphql_grants.sql
@@ -0,0 +1,30 @@
+-- Expose the `notebook` schema to PostGraphile. PostGraphile connects as the
+-- unprivileged `authenticator` role and SET ROLEs to anon/authenticated/
+-- service_role per request, so it only introspects objects those roles can see.
+-- Plugin-created schemas get no grants by default (only core/schema/
+-- V3__graphql_trexdb_grants.sql grants `trexdb`), so without this the study
+-- editor's createNotebookAnalysisDefinition mutation is absent from the GraphQL
+-- schema and saving a study fails with HTTP 400 "Cannot query field
+-- createNotebookAnalysisDefinition on type Mutation".
+--
+-- notebook.* has no RLS and holds no secrets, so authenticated gets full table
+-- CRUD (unscoped) and service_role gets ALL. Mirrors the non-sensitive-table
+-- pattern in core/schema/V3__graphql_trexdb_grants.sql.
+
+GRANT USAGE ON SCHEMA notebook TO anon, authenticated, service_role, authenticator;
+
+GRANT SELECT, INSERT, UPDATE, DELETE ON ALL TABLES IN SCHEMA notebook TO authenticated;
+GRANT USAGE ON ALL SEQUENCES IN SCHEMA notebook TO authenticated;
+
+GRANT ALL ON ALL TABLES IN SCHEMA notebook TO service_role;
+GRANT ALL ON ALL SEQUENCES IN SCHEMA notebook TO service_role;
+
+-- Future tables/sequences in the schema inherit the same grants.
+ALTER DEFAULT PRIVILEGES IN SCHEMA notebook
+  GRANT SELECT, INSERT, UPDATE, DELETE ON TABLES TO authenticated;
+ALTER DEFAULT PRIVILEGES IN SCHEMA notebook
+  GRANT USAGE ON SEQUENCES TO authenticated;
+ALTER DEFAULT PRIVILEGES IN SCHEMA notebook
+  GRANT ALL ON TABLES TO service_role;
+ALTER DEFAULT PRIVILEGES IN SCHEMA notebook
+  GRANT ALL ON SEQUENCES TO service_role;
diff --git a/plugins/results-viewer/shinylive-app/app.R b/plugins/results-viewer/shinylive-app/app.R
index 24187a4..8a1ecaa 100644
--- a/plugins/results-viewer/shinylive-app/app.R
+++ b/plugins/results-viewer/shinylive-app/app.R
@@ -699,49 +699,51 @@ ui <- tagList(
     }
   "))),
   tags$script(HTML("
-    if (window.top && window.top !== window) {
-      window.top.postMessage({type: 'SHINYLIVE_READY'}, '*');
-    }
+    // This inline script runs at HTML parse time, BEFORE Shiny's JS API exists.
+    // So we must NOT touch Shiny.* here: at parse time `typeof Shiny` is
+    // undefined, which previously meant (a) Shiny.setInputValue threw and
+    // (b) the APP_READY handler was never registered, so the host overlay never
+    // cleared. Instead we buffer incoming data and defer all Shiny work until
+    // shiny:connected (with a poll fallback), then flush + signal readiness.
     var __resultFiles = {};
     var __resultDb = '';
+    var __pending = null;
+    function __rvFlush() {
+      if (typeof Shiny === 'undefined' || typeof Shiny.setInputValue !== 'function' || !__pending) return;
+      if (__pending.k === 'db') Shiny.setInputValue('result_db', __pending.v, {priority: 'event'});
+      else Shiny.setInputValue('result_files', __pending.v, {priority: 'event'});
+      __pending = null;
+    }
+    function __rvAck() { if (window.top !== window) window.top.postMessage({type: 'DATA_RECEIVED'}, '*'); }
     window.addEventListener('message', function(event) {
       var d = event.data;
       if (!d) return;
       if (d.type === 'RESULT_DB_BEGIN') { __resultDb = ''; return; }
       if (d.type === 'RESULT_DB_CHUNK') { __resultDb += d.content; return; }
-      if (d.type === 'RESULT_DB_END') {
-        Shiny.setInputValue('result_db', __resultDb, {priority: 'event'});
-        if (window.top !== window) window.top.postMessage({type: 'DATA_RECEIVED'}, '*');
-        return;
-      }
-      if (d.type === 'RESULT_FILES') {
-        Shiny.setInputValue('result_files', d.files, {priority: 'event'});
-        if (window.top !== window) window.top.postMessage({type: 'DATA_RECEIVED'}, '*');
-        return;
-      }
-      if (d.type === 'RESULT_FILES_BEGIN') {
-        __resultFiles = {};
-        return;
-      }
-      if (d.type === 'RESULT_FILES_CHUNK') {
-        __resultFiles[d.name] = d.content;
-        return;
-      }
-      if (d.type === 'RESULT_FILES_END') {
-        Shiny.setInputValue('result_files', __resultFiles, {priority: 'event'});
-        if (window.top !== window) window.top.postMessage({type: 'DATA_RECEIVED'}, '*');
-        return;
-      }
+      if (d.type === 'RESULT_DB_END') { __pending = {k: 'db', v: __resultDb}; __rvFlush(); __rvAck(); return; }
+      if (d.type === 'RESULT_FILES') { __pending = {k: 'files', v: d.files}; __rvFlush(); __rvAck(); return; }
+      if (d.type === 'RESULT_FILES_BEGIN') { __resultFiles = {}; return; }
+      if (d.type === 'RESULT_FILES_CHUNK') { __resultFiles[d.name] = d.content; return; }
+      if (d.type === 'RESULT_FILES_END') { __pending = {k: 'files', v: __resultFiles}; __rvFlush(); __rvAck(); return; }
     });
-    // Relay R's APP_READY custom message to the parent Vue host so it can
-    // hide its loading overlay once tables are in DuckDB.
-    if (typeof Shiny !== 'undefined') {
-      Shiny.addCustomMessageHandler('APP_READY', function(payload) {
-        if (window.top && window.top !== window) {
-          window.top.postMessage({type: 'APP_READY', tables: payload && payload.tables}, '*');
-        }
-      });
+    function __rvReady() {
+      if (window.__rvReadyDone) return; window.__rvReadyDone = true;
+      try {
+        Shiny.addCustomMessageHandler('APP_READY', function(payload) {
+          if (window.top && window.top !== window) {
+            window.top.postMessage({type: 'APP_READY', tables: payload && payload.tables}, '*');
+          }
+        });
+      } catch (e) {}
+      __rvFlush();
+      if (window.top && window.top !== window) window.top.postMessage({type: 'SHINYLIVE_READY'}, '*');
     }
+    document.addEventListener('shiny:connected', __rvReady);
+    var __rvTries = 0;
+    var __rvPoll = setInterval(function() {
+      if (typeof Shiny !== 'undefined' && typeof Shiny.setInputValue === 'function') { clearInterval(__rvPoll); __rvReady(); }
+      else if (++__rvTries > 1200) { clearInterval(__rvPoll); }
+    }, 500);
   "))
 )
 
diff --git a/plugins/sibyl/src/components/NavBar.vue b/plugins/sibyl/src/components/NavBar.vue
index 6b9414d..2511c4c 100644
--- a/plugins/sibyl/src/components/NavBar.vue
+++ b/plugins/sibyl/src/components/NavBar.vue
@@ -53,6 +53,28 @@
           data-test="nav-settings"
           @click="ui.toggleSettings()"
         />
+        <AtlasMenu v-if="auth.user">
+          <template #activator="{ props }">
+            <AtlasButton
+              variant="ghost"
+              v-bind="props"
+              icon="mdi-menu-down"
+              icon-position="end"
+              data-test="nav-user-menu"
+            >
+              <AtlasIcon left>mdi-account-circle</AtlasIcon>
+              {{ userDisplayName }}
+            </AtlasButton>
+          </template>
+          <AtlasList>
+            <AtlasListItem data-test="nav-logout" @click="handleLogout">
+              <template #prepend>
+                <AtlasIcon>mdi-logout</AtlasIcon>
+              </template>
+              <v-list-item-title>Sign out</v-list-item-title>
+            </AtlasListItem>
+          </AtlasList>
+        </AtlasMenu>
       </div>
     </div>
   </header>
@@ -60,19 +82,32 @@
 
 <script setup lang="ts">
 import { ref, computed, onUnmounted } from 'vue'
-import { useRoute } from 'vue-router'
+import { useRoute, useRouter } from 'vue-router'
 import {
   generatePluginMenuItems,
   filterTextNavItems,
   type PluginMenuItem,
 } from '@/plugins/navigation/PluginMenuIntegration'
 import { useUiStore } from '@/stores/ui'
+import { useAuthStore } from '@/stores/auth'
 import { pluginRegistry } from '@/plugins/core/PluginRegistry'
 import ohdsiLogo from '@/assets/ohdsi-logo.png'
-import { AtlasIconButton } from '@ohdsi/atlas-ui'
+import { AtlasIconButton, AtlasButton, AtlasIcon, AtlasList, AtlasListItem, AtlasMenu } from '@ohdsi/atlas-ui'
 
 const route = useRoute()
+const router = useRouter()
 const ui = useUiStore()
+const auth = useAuthStore()
+
+// Prefer the profile name, fall back to email (mirrors trexAuth's username rule).
+const userDisplayName = computed(
+  () => auth.user?.user_metadata?.name || auth.user?.email || 'Account',
+)
+
+function handleLogout(): void {
+  auth.logout()
+  void router.push({ name: 'login' })
+}
 
 const menuItems = ref<PluginMenuItem[]>(filterTextNavItems(generatePluginMenuItems()))
 
diff --git a/plugins/strategus/src/models/ModuleSettings.ts b/plugins/strategus/src/models/ModuleSettings.ts
index d9563ab..853e682 100644
--- a/plugins/strategus/src/models/ModuleSettings.ts
+++ b/plugins/strategus/src/models/ModuleSettings.ts
@@ -46,6 +46,13 @@ export interface CohortMethodAnalysis {
   iptwTruncationFraction: number;
   outcomeModelType: 'cox' | 'logistic' | 'poisson';
   useCleanWindowForPriorOutcomeLookback: boolean;
+  // Per-analysis study-population window (createStudyPopArgs)
+  riskWindowStart: number;
+  startAnchor: 'cohort start' | 'cohort end';
+  riskWindowEnd: number;
+  endAnchor: 'cohort start' | 'cohort end';
+  minDaysAtRisk: number;
+  priorOutcomeLookback: number;
 }
 
 export interface CohortMethodSettings {
@@ -127,6 +134,12 @@ export interface PlpSettings {
   splitType: 'time' | 'subject' | 'stratified';
   runCalibration: boolean;
   calibrationBins: number;
+  runFeatureEngineering: boolean;
+  runSampleData: boolean;
+  runPreprocessData: boolean;
+  runModelDevelopment: boolean;
+  runCovariateSummary: boolean;
+  skipDiagnostics: boolean;
 }
 
 export interface PlpValidationDesign {
diff --git a/plugins/strategus/src/services/CovariateDefaults.ts b/plugins/strategus/src/services/CovariateDefaults.ts
index a5df8aa..0f57287 100644
--- a/plugins/strategus/src/services/CovariateDefaults.ts
+++ b/plugins/strategus/src/services/CovariateDefaults.ts
@@ -33,8 +33,13 @@ const ALL_FEATURE_FLAGS = [
   'MeasurementLongTerm',
   'MeasurementShortTerm',
   'MeasurementRangeGroupLongTerm',
+  'MeasurementRangeGroupShortTerm',
+  'MeasurementValueAsConceptLongTerm',
+  'MeasurementValueAsConceptShortTerm',
   'ObservationLongTerm',
   'ObservationShortTerm',
+  'ObservationValueAsConceptLongTerm',
+  'ObservationValueAsConceptShortTerm',
   'CharlsonIndex',
   'Dcsi',
   'Chads2',
@@ -69,13 +74,22 @@ export function createDefaultCovariateSettings(opts?: CovariateDefaultsOptions |
     endDays = opts.endDays ?? 0;
   }
 
-  // Build feature flags: defaults are all true, override with provided values
+  // Build feature flags: defaults are all true, override with provided values.
+  // Also emit any override-only feature keys not in the canonical list so that
+  // value-as-concept / range-group groups round-trip through the serializer.
   const featureFlags: Record<string, boolean> = {};
   for (const flag of ALL_FEATURE_FLAGS) {
     featureFlags[flag] = featureOverrides !== undefined && flag in featureOverrides
       ? featureOverrides[flag]
       : true;
   }
+  if (featureOverrides) {
+    for (const flag of Object.keys(featureOverrides)) {
+      if (!(flag in featureFlags)) {
+        featureFlags[flag] = featureOverrides[flag];
+      }
+    }
+  }
 
   return {
     temporal: false,
diff --git a/plugins/strategus/src/services/DefaultsFactory.ts b/plugins/strategus/src/services/DefaultsFactory.ts
index dbbd6a3..832bb78 100644
--- a/plugins/strategus/src/services/DefaultsFactory.ts
+++ b/plugins/strategus/src/services/DefaultsFactory.ts
@@ -124,6 +124,12 @@ export function createDefaultCohortMethodAnalysis(analysisId = 1): CohortMethodA
     iptwTruncationFraction: 0.99,
     outcomeModelType: 'cox',
     useCleanWindowForPriorOutcomeLookback: false,
+    riskWindowStart: 0,
+    startAnchor: 'cohort start',
+    riskWindowEnd: 0,
+    endAnchor: 'cohort end',
+    minDaysAtRisk: 1,
+    priorOutcomeLookback: 99999,
   };
 }
 
@@ -152,8 +158,13 @@ export function createDefaultCovariateFeatures(): Record<string, boolean> {
     MeasurementLongTerm: true,
     MeasurementShortTerm: true,
     MeasurementRangeGroupLongTerm: true,
+    MeasurementRangeGroupShortTerm: true,
+    MeasurementValueAsConceptLongTerm: true,
+    MeasurementValueAsConceptShortTerm: true,
     ObservationLongTerm: true,
     ObservationShortTerm: true,
+    ObservationValueAsConceptLongTerm: true,
+    ObservationValueAsConceptShortTerm: true,
     CharlsonIndex: true,
     Dcsi: true,
     Chads2: true,
@@ -256,6 +267,12 @@ export function createDefaultPlp(): PlpSettings {
     splitType: 'subject',
     runCalibration: true,
     calibrationBins: 10,
+    runFeatureEngineering: false,
+    runSampleData: false,
+    runPreprocessData: true,
+    runModelDevelopment: true,
+    runCovariateSummary: true,
+    skipDiagnostics: false,
   };
 }
 
diff --git a/plugins/strategus/src/services/SpecDeserializer.ts b/plugins/strategus/src/services/SpecDeserializer.ts
index b053ba6..65e0cd3 100644
--- a/plugins/strategus/src/services/SpecDeserializer.ts
+++ b/plugins/strategus/src/services/SpecDeserializer.ts
@@ -90,6 +90,8 @@ interface StrategusStore {
     subsetIds: number[];
   }>;
   activePanel: string;
+  moduleRawSettings: Record<string, Record<string, unknown>>;
+  moduleRawProvenance: Record<string, Record<string, unknown>>;
 }
 
 function isCohortDefinitionSharedResources(sr: SharedResource): sr is Extract<SharedResource, { cohortDefinitions: unknown[] }> {
@@ -258,6 +260,21 @@ export function deserializeSpec(spec: AnalysisSpecification, store: StrategusSto
 
   // Step 5: Parse module-specific settings
   for (const modSpec of spec.moduleSpecifications) {
+    // Capture raw settings verbatim before any structured parsing
+    store.moduleRawSettings[modSpec.module] =
+      JSON.parse(JSON.stringify(modSpec.settings ?? {}));
+
+    // Capture module-level provenance (everything alongside `settings` except
+    // the module name, attr_class, and settings itself) so it survives round-trip.
+    const provenance: Record<string, unknown> = {};
+    for (const [k, v] of Object.entries(modSpec as unknown as Record<string, unknown>)) {
+      if (k === 'module' || k === 'settings' || k === 'attr_class') continue;
+      provenance[k] = JSON.parse(JSON.stringify(v));
+    }
+    if (Object.keys(provenance).length > 0) {
+      store.moduleRawProvenance[modSpec.module] = provenance;
+    }
+
     switch (modSpec.module) {
       case 'CohortDiagnosticsModule':
         parseCohortDiagnosticsSettings(modSpec, store);
@@ -289,6 +306,31 @@ export function deserializeSpec(spec: AnalysisSpecification, store: StrategusSto
     }
   }
 
+  // Step 6: Infer cohort roles from the derived design. The Strategus spec does
+  // not label cohorts by role, so they all default to 'Target' (set above). Now
+  // that outcomes and comparisons (TCIs) are parsed, assign Outcome / Comparator
+  // / Indication from how each cohort is actually used. Without this, every
+  // imported study has only Target-role cohorts, so the design validation
+  // spuriously flags "add a cohort with Outcome role" / "add a TCI" on studies
+  // that already define them.
+  const outcomeIds = new Set<number>(store.outcomes.map((o) => o.cohortId));
+  const comparatorIds = new Set<number>();
+  const indicationIds = new Set<number>();
+  const targetIds = new Set<number>();
+  for (const tci of store.comparisons) {
+    targetIds.add(tci.targetId);
+    comparatorIds.add(tci.comparatorId);
+    if (tci.indicationId != null) indicationIds.add(tci.indicationId);
+  }
+  store.cohorts = store.cohorts.map((c) => {
+    let role = c.role;
+    if (outcomeIds.has(c.cohortId)) role = 'Outcome';
+    else if (comparatorIds.has(c.cohortId)) role = 'Comparator';
+    else if (indicationIds.has(c.cohortId)) role = 'Indication';
+    else if (targetIds.has(c.cohortId)) role = 'Target';
+    return { ...c, role };
+  });
+
   // Step 7: Set active panel to overview
   store.activePanel = 'overview';
 }
@@ -399,6 +441,15 @@ function parseCharacterizationSettings(
       if (typeof drEntry['dechallengeStopInterval'] === 'number') settings['dechallengeStopInterval'] = drEntry['dechallengeStopInterval'];
       if (typeof drEntry['dechallengeEvaluationWindow'] === 'number') settings['dechallengeEvaluationWindow'] = drEntry['dechallengeEvaluationWindow'];
     }
+
+    // Read aggregate-covariate numeric scalars from first entry (the editor re-derives
+    // the per-entry targetIds/outcomeIds & risk-windows, so only stable scalars are surfaced here)
+    if (Array.isArray(aggregateCovariateSettings) && aggregateCovariateSettings.length > 0) {
+      const aggEntry = aggregateCovariateSettings[0] as Record<string, unknown>;
+      if (typeof aggEntry['minPriorObservation'] === 'number') settings['minPriorObservation'] = aggEntry['minPriorObservation'];
+      if (typeof aggEntry['casePreTargetDuration'] === 'number') settings['casePreTargetDuration'] = aggEntry['casePreTargetDuration'];
+      if (typeof aggEntry['casePostOutcomeDuration'] === 'number') settings['casePostOutcomeDuration'] = aggEntry['casePostOutcomeDuration'];
+    }
   } else {
     // Legacy flat schema fallback
     const boolKeys = [
@@ -712,6 +763,12 @@ function parseCohortMethodSettings(
       const entryDbArgs = entry['getDbCohortMethodDataArgs'] as Record<string, unknown> | undefined;
       const useCleanWindow = entryDbArgs ? (typeof entryDbArgs['useCleanWindowForPriorOutcomeLookback'] === 'boolean' ? entryDbArgs['useCleanWindowForPriorOutcomeLookback'] : false) : false;
 
+      // Read per-analysis study-population window from createStudyPopArgs
+      const studyPopArgs = entry['createStudyPopArgs'] as Record<string, unknown> | undefined;
+      const num = (v: unknown, d: number) => (typeof v === 'number' ? v : d);
+      const anchor = (v: unknown, d: 'cohort start' | 'cohort end') =>
+        v === 'cohort start' || v === 'cohort end' ? v : d;
+
       seen.set(key, {
         analysisId: nextAnalysisId++,
         description: desc,
@@ -721,6 +778,12 @@ function parseCohortMethodSettings(
         iptwTruncationFraction: psInfo.iptwTruncationFraction,
         outcomeModelType: modelType,
         useCleanWindowForPriorOutcomeLookback: useCleanWindow,
+        riskWindowStart: num(studyPopArgs?.['riskWindowStart'], 0),
+        startAnchor: anchor(studyPopArgs?.['startAnchor'], 'cohort start'),
+        riskWindowEnd: num(studyPopArgs?.['riskWindowEnd'], 0),
+        endAnchor: anchor(studyPopArgs?.['endAnchor'], 'cohort end'),
+        minDaysAtRisk: num(studyPopArgs?.['minDaysAtRisk'], 1),
+        priorOutcomeLookback: num(studyPopArgs?.['priorOutcomeLookback'], 99999),
       });
     }
   }
@@ -731,10 +794,19 @@ function parseCohortMethodSettings(
   if (getDbArgs) {
     const covSettings = getDbArgs['covariateSettings'] as Record<string, boolean & unknown> | undefined;
     if (covSettings && typeof covSettings === 'object') {
-      // Feature flags are boolean keys in the covariateSettings object
-      const featureKeys = Object.keys(cms.covariateFeatures);
-      for (const flag of featureKeys) {
-        if (flag in covSettings && typeof covSettings[flag] === 'boolean') {
+      // Feature flags are boolean keys in the covariateSettings object. Copy
+      // every boolean key (including value-as-concept / range-group groups that
+      // are not in the default feature set) EXCEPT the reserved config booleans,
+      // which control covariate-data extraction rather than a feature group.
+      const RESERVED_BOOLEAN_KEYS = new Set([
+        'temporal',
+        'temporalSequence',
+        'addDescendantsToInclude',
+        'addDescendantsToExclude',
+      ]);
+      for (const flag of Object.keys(covSettings)) {
+        if (RESERVED_BOOLEAN_KEYS.has(flag)) continue;
+        if (typeof covSettings[flag] === 'boolean') {
           cms.covariateFeatures[flag] = covSettings[flag] as boolean;
         }
       }
@@ -862,20 +934,18 @@ function parseSccsSettings(
     });
     sccs.useEmpiricalCalibration = hasNcEntries;
 
-    // Extract outcomes from exposuresOutcomeList entries that are NOT NCs (trueEffectSize !== 1)
-    if (store.outcomes.length === 0) {
-      const seen = new Set<number>();
-      const ooi: Array<{ cohortId: number; cleanWindow: number }> = [];
-      for (const eo of exposuresOutcomeList) {
-        const exposures = eo['exposures'] as Array<Record<string, unknown>> | undefined;
-        const isNc = Array.isArray(exposures) && exposures.some((exp) => exp['trueEffectSize'] === 1);
-        if (isNc) continue;
-        const id = eo['outcomeId'];
-        if (typeof id !== 'number' || seen.has(id)) continue;
-        seen.add(id);
-        ooi.push({ cohortId: id, cleanWindow: 9999 });
-      }
-      if (ooi.length > 0) store.outcomes = ooi;
+    // Extract outcomes from exposuresOutcomeList entries that are NOT NCs
+    // (trueEffectSize !== 1) so SCCS-only studies don't falsely appear to have
+    // "no outcome". Dedup by cohortId and only add ids not already present.
+    const seen = new Set<number>(store.outcomes.map((o) => o.cohortId));
+    for (const eo of exposuresOutcomeList) {
+      const exposures = eo['exposures'] as Array<Record<string, unknown>> | undefined;
+      const isNc = Array.isArray(exposures) && exposures.some((exp) => exp['trueEffectSize'] === 1);
+      if (isNc) continue;
+      const id = eo['outcomeId'];
+      if (typeof id !== 'number' || seen.has(id)) continue;
+      seen.add(id);
+      store.outcomes.push({ cohortId: id, cleanWindow: 9999 });
     }
   }
 }
@@ -887,10 +957,32 @@ function parsePlpSettings(
   const s = modSpec.settings as Record<string, unknown>;
   const plp = store.plpSettings;
 
-  const modelDesignList = s['modelDesignList'] as Array<Record<string, unknown>> | undefined;
+  if (typeof s['skipDiagnostics'] === 'boolean') plp.skipDiagnostics = s['skipDiagnostics'];
+
+  // PLP settings come in two shapes across fixtures: a wrapper object with a
+  // `modelDesignList` array, or a bare array of model designs (no wrapper).
+  const modelDesignList = (
+    Array.isArray(modSpec.settings)
+      ? (modSpec.settings as Array<Record<string, unknown>>)
+      : (s['modelDesignList'] as Array<Record<string, unknown>> | undefined)
+  );
   if (!Array.isArray(modelDesignList) || modelDesignList.length === 0) return;
   const design = modelDesignList[0];
 
+  // Derive outcomes from PLP model designs so PLP-only studies don't falsely
+  // appear to have "no outcome". Each design's outcomeId is an Outcome-role
+  // cohort (targetId stays Target via the default). Dedup by cohortId and only
+  // add ids not already present (e.g. from CohortIncidence/CohortMethod).
+  {
+    const seen = new Set<number>(store.outcomes.map((o) => o.cohortId));
+    for (const md of modelDesignList) {
+      const outcomeId = md['outcomeId'];
+      if (typeof outcomeId !== 'number' || seen.has(outcomeId)) continue;
+      seen.add(outcomeId);
+      store.outcomes.push({ cohortId: outcomeId, cleanWindow: 9999 });
+    }
+  }
+
   const modelSettings = design['modelSettings'] as Record<string, unknown> | undefined;
   if (modelSettings) {
     // New shape: param.attr_settings.modelType
@@ -987,6 +1079,15 @@ function parsePlpSettings(
   if (executeSettings) {
     if (typeof executeSettings['runCalibration'] === 'boolean') plp.runCalibration = executeSettings['runCalibration'];
     if (typeof executeSettings['calibrationBins'] === 'number') plp.calibrationBins = executeSettings['calibrationBins'];
+    // Real OHDSI specs carry the upstream R typo key `runfeatureEngineering`
+    // (lowercase f); some fixtures use the correct `runFeatureEngineering`.
+    // Accept either casing so the imported value is reflected.
+    const rfe = executeSettings['runFeatureEngineering'] ?? executeSettings['runfeatureEngineering'];
+    if (typeof rfe === 'boolean') plp.runFeatureEngineering = rfe;
+    if (typeof executeSettings['runSampleData'] === 'boolean') plp.runSampleData = executeSettings['runSampleData'];
+    if (typeof executeSettings['runPreprocessData'] === 'boolean') plp.runPreprocessData = executeSettings['runPreprocessData'];
+    if (typeof executeSettings['runModelDevelopment'] === 'boolean') plp.runModelDevelopment = executeSettings['runModelDevelopment'];
+    if (typeof executeSettings['runCovariateSummary'] === 'boolean') plp.runCovariateSummary = executeSettings['runCovariateSummary'];
   }
 }
 
diff --git a/plugins/strategus/src/services/SpecSerializer.ts b/plugins/strategus/src/services/SpecSerializer.ts
index 4a6f0c5..ac499e7 100644
--- a/plugins/strategus/src/services/SpecSerializer.ts
+++ b/plugins/strategus/src/services/SpecSerializer.ts
@@ -9,6 +9,7 @@ import type {
 import type { TimeAtRiskWindow } from './DefaultsFactory';
 import { createDefaultCovariateSettings } from './CovariateDefaults';
 import { createPlpModelSettings } from './PlpModelDefaults';
+import { overlay, overlayArrayByIndex, overlayScalarArrayKeepTail, isPlainObject } from './mergeSettings';
 
 // The store type — we use a duck-typed interface so we don't create a circular dep
 interface StrategusStoreSnapshot {
@@ -75,6 +76,12 @@ interface StrategusStoreSnapshot {
       iptwTruncationFraction: number;
       outcomeModelType: 'cox' | 'logistic' | 'poisson';
       useCleanWindowForPriorOutcomeLookback: boolean;
+      riskWindowStart: number;
+      startAnchor: 'cohort start' | 'cohort end';
+      riskWindowEnd: number;
+      endAnchor: 'cohort start' | 'cohort end';
+      minDaysAtRisk: number;
+      priorOutcomeLookback: number;
     }>;
     maxCohortSizeForFitting: number;
     maxCovBalanceCohortSize: number;
@@ -135,6 +142,12 @@ interface StrategusStoreSnapshot {
     splitType: 'time' | 'subject' | 'stratified';
     runCalibration: boolean;
     calibrationBins: number;
+    runFeatureEngineering: boolean;
+    runSampleData: boolean;
+    runPreprocessData: boolean;
+    runModelDevelopment: boolean;
+    runCovariateSummary: boolean;
+    skipDiagnostics: boolean;
   };
   plpValidationSettings: {
     validationDesigns: Array<{
@@ -205,6 +218,8 @@ interface StrategusStoreSnapshot {
     cohortId: number;
     subsetIds: number[];
   }>;
+  moduleRawSettings: Record<string, Record<string, unknown>>;
+  moduleRawProvenance: Record<string, Record<string, unknown>>;
   cohortsByRole: (role: string) => Array<{ cohortId: number; cohortName: string }>;
 }
 
@@ -891,9 +906,13 @@ function buildCohortMethodModule(store: StrategusStoreSnapshot): ModuleSpecifica
           washoutPeriod: 0,
           removeDuplicateSubjects: 'keep all',
           removeSubjectsWithPriorOutcome: true,
-          priorOutcomeLookback: 99999,
-          minDaysAtRisk: 1,
+          priorOutcomeLookback: analysis.priorOutcomeLookback,
+          minDaysAtRisk: analysis.minDaysAtRisk,
           maxDaysAtRisk: 99999,
+          riskWindowStart: analysis.riskWindowStart,
+          startAnchor: analysis.startAnchor,
+          riskWindowEnd: analysis.riskWindowEnd,
+          endAnchor: analysis.endAnchor,
           censorAtNewRiskWindow: false,
           attr_fun: 'createStudyPopulation',
         },
@@ -1187,10 +1206,36 @@ function buildSccsModule(store: StrategusStoreSnapshot): ModuleSpecification {
   };
 }
 
+// Real OHDSI specs carry the upstream R typo key `runfeatureEngineering`
+// (lowercase f) in PLP executeSettings; some fixtures use the correct
+// `runFeatureEngineering`. The raw module settings are overlaid onto the built
+// settings on serialize, so if the built design emits the OTHER casing both keys
+// would end up in the output and conflict. Detect which key the raw module used
+// (across both PLP shapes — wrapper object vs bare array of designs) and emit
+// under that same key so they never coexist.
+function rawPlpUsesTypoFeatureEngineeringKey(store: StrategusStoreSnapshot): boolean {
+  const raw = store.moduleRawSettings['PatientLevelPredictionModule'];
+  if (!raw) return false;
+  const designs = Array.isArray(raw)
+    ? (raw as unknown as Array<Record<string, unknown>>)
+    : ((raw as Record<string, unknown>)['modelDesignList'] as Array<Record<string, unknown>> | undefined);
+  if (!Array.isArray(designs)) return false;
+  for (const d of designs) {
+    if (!isPlainObject(d)) continue;
+    const es = d['executeSettings'];
+    if (!isPlainObject(es)) continue;
+    // Prefer the correct casing if present; otherwise honour the typo key.
+    if ('runFeatureEngineering' in es) return false;
+    if ('runfeatureEngineering' in es) return true;
+  }
+  return false;
+}
+
 function buildPlpModule(store: StrategusStoreSnapshot): ModuleSpecification {
   const plp = store.plpSettings;
   const targets = store.cohortsByRole('Target');
   const plpTars = store.plpTimeAtRiskOverride;
+  const useTypoFeKey = rawPlpUsesTypoFeatureEngineeringKey(store);
   const modelDesignList = [];
   for (const target of targets) {
     for (const outcome of store.outcomes) {
@@ -1250,11 +1295,13 @@ function buildPlpModule(store: StrategusStoreSnapshot): ModuleSpecification {
           featureEngineeringSettings,
           executeSettings: {
             runSplitData: true,
-            runSampleData: false,
-            runfeatureEngineering: false,
-            runPreprocessData: true,
-            runModelDevelopment: true,
-            runCovariateSummary: true,
+            runSampleData: plp.runSampleData,
+            // Emit under the same casing the raw module used so the two casings
+            // never coexist (see rawPlpUsesTypoFeatureEngineeringKey).
+            [useTypoFeKey ? 'runfeatureEngineering' : 'runFeatureEngineering']: plp.runFeatureEngineering,
+            runPreprocessData: plp.runPreprocessData,
+            runModelDevelopment: plp.runModelDevelopment,
+            runCovariateSummary: plp.runCovariateSummary,
             runCalibration: plp.runCalibration,
             calibrationBins: plp.calibrationBins,
           },
@@ -1264,7 +1311,7 @@ function buildPlpModule(store: StrategusStoreSnapshot): ModuleSpecification {
   }
   return {
     module: 'PatientLevelPredictionModule',
-    settings: { modelDesignList },
+    settings: { modelDesignList, skipDiagnostics: plp.skipDiagnostics },
     attr_class: ['PatientLevelPredictionModuleSpecifications', 'ModuleSpecifications'],
   };
 }
@@ -1340,6 +1387,131 @@ function buildEvidenceSynthesisModule(store: StrategusStoreSnapshot): ModuleSpec
   };
 }
 
+// For each module, the settings keys whose VALUE is an array the editor
+// rebuilds element-by-element. These need index-wise overlay against the raw
+// array so unmodeled fields nested INSIDE each element survive (the top-level
+// overlay replaces arrays wholesale, which would drop them).
+//
+// `keepRawTail` arrays are DERIVED from the model (the editor re-emits a subset
+// of what was imported), so we preserve raw tail elements beyond the built
+// length. Arrays without it are count-owned by the editor (removing an analysis
+// must not resurrect it from the raw).
+const ARRAY_OVERLAY_KEYS: Record<string, Array<{ key: string; keepRawTail?: boolean }>> = {
+  CohortMethodModule: [{ key: 'cmAnalysisList' }, { key: 'targetComparatorOutcomesList' }],
+  SelfControlledCaseSeriesModule: [{ key: 'sccsAnalysisList' }, { key: 'exposuresOutcomeList' }],
+  PatientLevelPredictionModule: [{ key: 'modelDesignList', keepRawTail: true }],
+};
+
+// Characterization analysis.* sub-arrays carry derived cohort-id lists
+// (targetIds / outcomeIds / targetCohortDefinitionIds / outcomeCohortDefinitionIds)
+// the editor re-derives as a subset of the import. Preserve raw tail ids so
+// imported targets/outcomes are not dropped.
+const CHAR_ANALYSIS_ID_KEYS = [
+  'targetIds',
+  'outcomeIds',
+  'targetCohortDefinitionIds',
+  'outcomeCohortDefinitionIds',
+];
+
+/**
+ * Overlay nested derived arrays inside a built settings object against the raw
+ * captured settings, preserving raw-only elements/ids the editor re-derives as
+ * a subset (CohortIncidence irDesign.targetDefs, Characterization analysis.*
+ * cohort-id lists). Editor values win at shared indices; raw tail is kept.
+ */
+function overlayDerivedNestedArrays(
+  longName: string,
+  settings: Record<string, unknown>,
+  raw: Record<string, unknown>,
+): void {
+  if (longName === 'CohortIncidenceModule') {
+    const builtDesign = settings['irDesign'];
+    const rawDesign = raw['irDesign'];
+    if (isPlainObject(builtDesign) && isPlainObject(rawDesign)) {
+      const builtTd = builtDesign['targetDefs'];
+      const rawTd = rawDesign['targetDefs'];
+      if (Array.isArray(builtTd) && Array.isArray(rawTd)) {
+        builtDesign['targetDefs'] = overlayArrayByIndex(rawTd, builtTd, { keepRawTail: true });
+      }
+    }
+  }
+
+  if (longName === 'CharacterizationModule') {
+    const builtAnalysis = settings['analysis'];
+    const rawAnalysis = raw['analysis'];
+    if (isPlainObject(builtAnalysis) && isPlainObject(rawAnalysis)) {
+      for (const [groupKey, builtGroup] of Object.entries(builtAnalysis)) {
+        const rawGroup = rawAnalysis[groupKey];
+        if (!Array.isArray(builtGroup) || !Array.isArray(rawGroup)) continue;
+        builtAnalysis[groupKey] = builtGroup.map((builtEl, i) => {
+          const rawEl = rawGroup[i];
+          if (!isPlainObject(builtEl) || !isPlainObject(rawEl)) return builtEl;
+          const merged = overlay(rawEl, builtEl);
+          for (const idKey of CHAR_ANALYSIS_ID_KEYS) {
+            if (Array.isArray(builtEl[idKey]) && Array.isArray(rawEl[idKey])) {
+              merged[idKey] = overlayScalarArrayKeepTail(rawEl[idKey], builtEl[idKey] as unknown[]);
+            }
+          }
+          return merged;
+        });
+        // keep raw tail entries (extra analysis settings entries) too
+        if (rawGroup.length > builtGroup.length) {
+          for (let i = builtGroup.length; i < rawGroup.length; i++) {
+            (builtAnalysis[groupKey] as unknown[]).push(rawGroup[i]);
+          }
+        }
+      }
+    }
+  }
+}
+
+/**
+ * Finalize a built module spec by overlaying its editor-managed settings onto
+ * the RAW captured settings (so no imported option is dropped), re-emitting any
+ * module-level provenance (version/remoteRepo/remoteUsername), and handling
+ * array-nested unmodeled fields via per-element overlay.
+ */
+function finalizeModule(mod: ModuleSpecification, store: StrategusStoreSnapshot): ModuleSpecification {
+  const longName = mod.module;
+  const raw = store.moduleRawSettings[longName];
+  const provenance = store.moduleRawProvenance[longName];
+
+  let settings = mod.settings as Record<string, unknown>;
+
+  if (raw) {
+    // Overlay nested derived arrays in-place on the built settings BEFORE the
+    // top-level overlay (which replaces these arrays wholesale).
+    overlayDerivedNestedArrays(longName, settings, raw as Record<string, unknown>);
+
+    // Base = raw captured settings; managed (built) fields overlaid on top.
+    const merged = overlay(raw, settings);
+
+    // For array-valued keys the editor rebuilds, overlay each built element
+    // onto the corresponding raw element by index so nested unmodeled fields
+    // survive while editor values win.
+    for (const { key, keepRawTail } of ARRAY_OVERLAY_KEYS[longName] ?? []) {
+      const builtArr = settings[key];
+      const rawArr = (raw as Record<string, unknown>)[key];
+      if (Array.isArray(builtArr) && Array.isArray(rawArr)) {
+        merged[key] = overlayArrayByIndex(rawArr, builtArr, { keepRawTail });
+      }
+    }
+    settings = merged;
+  }
+
+  const result: ModuleSpecification = {
+    ...mod,
+    settings,
+  };
+
+  // Re-emit module-level provenance captured at import time.
+  if (provenance) {
+    Object.assign(result as unknown as Record<string, unknown>, provenance);
+  }
+
+  return result;
+}
+
 export function serializeSpec(store: StrategusStoreSnapshot): AnalysisSpecification {
   // Build shared resources
   const sharedResources: SharedResource[] = [buildCohortDefinitionSharedResources(store)];
@@ -1359,31 +1531,31 @@ export function serializeSpec(store: StrategusStoreSnapshot): AnalysisSpecificat
 
     switch (shortName) {
       case 'CohortDiagnostics':
-        moduleSpecifications.push(buildCohortDiagnosticsModule(store));
+        moduleSpecifications.push(finalizeModule(buildCohortDiagnosticsModule(store), store));
         break;
       case 'Characterization':
-        moduleSpecifications.push(buildCharacterizationModule(store));
+        moduleSpecifications.push(finalizeModule(buildCharacterizationModule(store), store));
         break;
       case 'CohortIncidence':
-        moduleSpecifications.push(buildCohortIncidenceModule(store));
+        moduleSpecifications.push(finalizeModule(buildCohortIncidenceModule(store), store));
         break;
       case 'CohortMethod':
-        moduleSpecifications.push(buildCohortMethodModule(store));
+        moduleSpecifications.push(finalizeModule(buildCohortMethodModule(store), store));
         break;
       case 'SCCS':
-        moduleSpecifications.push(buildSccsModule(store));
+        moduleSpecifications.push(finalizeModule(buildSccsModule(store), store));
         break;
       case 'PLP':
-        moduleSpecifications.push(buildPlpModule(store));
+        moduleSpecifications.push(finalizeModule(buildPlpModule(store), store));
         break;
       case 'PLPValidation':
-        moduleSpecifications.push(buildPlpValidationModule(store));
+        moduleSpecifications.push(finalizeModule(buildPlpValidationModule(store), store));
         break;
       case 'TreatmentPatterns':
-        moduleSpecifications.push(buildTreatmentPatternsModule(store));
+        moduleSpecifications.push(finalizeModule(buildTreatmentPatternsModule(store), store));
         break;
       case 'EvidenceSynthesis':
-        moduleSpecifications.push(buildEvidenceSynthesisModule(store));
+        moduleSpecifications.push(finalizeModule(buildEvidenceSynthesisModule(store), store));
         break;
       default:
         // Unknown module — skip (longName available for debugging)
diff --git a/plugins/strategus/src/services/mergeSettings.ts b/plugins/strategus/src/services/mergeSettings.ts
new file mode 100644
index 0000000..ddc2485
--- /dev/null
+++ b/plugins/strategus/src/services/mergeSettings.ts
@@ -0,0 +1,69 @@
+// Deep-overlay `managed` onto `base`: plain objects recurse so base-only keys
+// survive; arrays and primitives from `managed` replace base wholesale.
+export function overlay(
+  base: Record<string, unknown>,
+  managed: Record<string, unknown>,
+): Record<string, unknown> {
+  const out: Record<string, unknown> = { ...base };
+  for (const [k, v] of Object.entries(managed)) {
+    const b = out[k];
+    if (isPlainObject(b) && isPlainObject(v)) {
+      out[k] = overlay(b, v);
+    } else if (v == null && (isPlainObject(b) || Array.isArray(b))) {
+      // The editor emits a `null` placeholder for a field it does not model,
+      // but the imported (base) value carries real structure. Keep the base so
+      // those imported options are not dropped on round-trip.
+      // (A `null` over a scalar/null base still replaces normally.)
+    } else {
+      out[k] = v;
+    }
+  }
+  return out;
+}
+
+export function isPlainObject(v: unknown): v is Record<string, unknown> {
+  return typeof v === 'object' && v !== null && !Array.isArray(v);
+}
+
+/**
+ * Index-wise overlay of a built array against a raw (captured) array.
+ *
+ * For each element of `built`, if a raw element exists at the same index and
+ * both are plain objects, deep-overlay the built element onto the raw element
+ * (so raw-only nested fields the editor doesn't model survive while editor
+ * values win). Otherwise the built element is used as-is. The result has the
+ * same length as `built` (the editor owns element count).
+ */
+export function overlayArrayByIndex(
+  rawArr: unknown,
+  builtArr: unknown[],
+  options: { keepRawTail?: boolean } = {},
+): unknown[] {
+  const raw = Array.isArray(rawArr) ? rawArr : [];
+  const merged = builtArr.map((builtEl, i) => {
+    const rawEl = raw[i];
+    if (isPlainObject(rawEl) && isPlainObject(builtEl)) {
+      return overlay(rawEl, builtEl);
+    }
+    return builtEl;
+  });
+  // When the editor doesn't truly own the element count (the array is derived
+  // from the model and may be a subset of what was imported), keep the raw tail
+  // elements so imported options are not dropped on round-trip.
+  if (options.keepRawTail && raw.length > builtArr.length) {
+    for (let i = builtArr.length; i < raw.length; i++) merged.push(raw[i]);
+  }
+  return merged;
+}
+
+/**
+ * Overlay a built scalar/id array against a raw array element-wise, keeping any
+ * raw tail values beyond the built length. Used for derived id lists (e.g.
+ * Characterization targetIds) the editor re-derives as a subset of the import.
+ */
+export function overlayScalarArrayKeepTail(rawArr: unknown, builtArr: unknown[]): unknown[] {
+  const raw = Array.isArray(rawArr) ? rawArr : [];
+  const merged = [...builtArr];
+  for (let i = builtArr.length; i < raw.length; i++) merged.push(raw[i]);
+  return merged;
+}
diff --git a/plugins/strategus/src/store/useStrategusStore.ts b/plugins/strategus/src/store/useStrategusStore.ts
index 91f1270..e62b8bd 100644
--- a/plugins/strategus/src/store/useStrategusStore.ts
+++ b/plugins/strategus/src/store/useStrategusStore.ts
@@ -171,6 +171,11 @@ export const useStrategusStore = defineStore('strategus', () => {
   const plpValidationSettings = ref<PlpValidationSettings>(createDefaultPlpValidation());
   const treatmentPatternsSettings = ref<TreatmentPatternsSettings>(createDefaultTreatmentPatterns());
   const evidenceSynthesisSettings = ref<EvidenceSynthesisSettings>(createDefaultEvidenceSynthesis());
+  const moduleRawSettings = ref<Record<string, Record<string, unknown>>>({});
+  // Module-level provenance captured at import time (version/remoteRepo/remoteUsername),
+  // keyed by LONG module name. These live alongside `settings` in the module spec,
+  // not inside it, and are re-emitted by the serializer so they survive round-trip.
+  const moduleRawProvenance = ref<Record<string, Record<string, unknown>>>({});
 
   // ── Computed ──────────────────────────────────────────────────────────────
   const cohortsByRole = computed(() => (role: CohortRole) =>
@@ -230,6 +235,8 @@ export const useStrategusStore = defineStore('strategus', () => {
     plpValidationSettings.value = createDefaultPlpValidation();
     treatmentPatternsSettings.value = createDefaultTreatmentPatterns();
     evidenceSynthesisSettings.value = createDefaultEvidenceSynthesis();
+    moduleRawSettings.value = {};
+    moduleRawProvenance.value = {};
   }
 
   return {
@@ -263,6 +270,8 @@ export const useStrategusStore = defineStore('strategus', () => {
     plpValidationSettings,
     treatmentPatternsSettings,
     evidenceSynthesisSettings,
+    moduleRawSettings,
+    moduleRawProvenance,
     // Computed
     cohortsByRole,
     // Methods
@@ -307,6 +316,8 @@ export const useStrategusStore = defineStore('strategus', () => {
       plpValidationSettings: plpValidationSettings.value,
       treatmentPatternsSettings: treatmentPatternsSettings.value,
       evidenceSynthesisSettings: evidenceSynthesisSettings.value,
+      moduleRawSettings: moduleRawSettings.value,
+      moduleRawProvenance: moduleRawProvenance.value,
     }));
   }
 
@@ -371,5 +382,7 @@ export const useStrategusStore = defineStore('strategus', () => {
     if (snap.plpValidationSettings) plpValidationSettings.value = { ...plpValidationSettings.value, ...(snap.plpValidationSettings as object) };
     if (snap.treatmentPatternsSettings) treatmentPatternsSettings.value = { ...treatmentPatternsSettings.value, ...(snap.treatmentPatternsSettings as object) };
     if (snap.evidenceSynthesisSettings) evidenceSynthesisSettings.value = { ...evidenceSynthesisSettings.value, ...(snap.evidenceSynthesisSettings as object) };
+    if (snap.moduleRawSettings && typeof snap.moduleRawSettings === 'object') moduleRawSettings.value = snap.moduleRawSettings as never;
+    if (snap.moduleRawProvenance && typeof snap.moduleRawProvenance === 'object') moduleRawProvenance.value = snap.moduleRawProvenance as never;
   }
 });
diff --git a/plugins/strategus/src/store/validation.ts b/plugins/strategus/src/store/validation.ts
index 6205e34..449517a 100644
--- a/plugins/strategus/src/store/validation.ts
+++ b/plugins/strategus/src/store/validation.ts
@@ -41,9 +41,11 @@ export function useValidation() {
     if (store.outcomes.length === 0) {
       return { status: 'warning', message: 'Add at least 1 outcome' };
     }
-    const invalid = store.outcomes.filter((o) => o.cleanWindow <= 0);
+    // cleanWindow = 0 is valid (no clean window — outcomes may recur immediately,
+    // a common OHDSI CohortIncidence setting). Only a negative value is invalid.
+    const invalid = store.outcomes.filter((o) => o.cleanWindow < 0);
     if (invalid.length > 0) {
-      return { status: 'error', message: `${invalid.length} outcome(s) have cleanWindow ≤ 0` };
+      return { status: 'error', message: `${invalid.length} outcome(s) have cleanWindow < 0` };
     }
     return { status: 'valid', message: `${store.outcomes.length} outcome(s) defined` };
   });
diff --git a/plugins/strategus/src/views/modules/CharacterizationPanel.vue b/plugins/strategus/src/views/modules/CharacterizationPanel.vue
index 9b202ed..9806424 100644
--- a/plugins/strategus/src/views/modules/CharacterizationPanel.vue
+++ b/plugins/strategus/src/views/modules/CharacterizationPanel.vue
@@ -57,6 +57,56 @@
         </div>
       </AtlasCard>
 
+      <!-- Sub-analysis settings -->
+      <AtlasCard
+        flat
+        rounded="lg"
+        class="mb-4"
+        padding="none"
+      >
+        <h3 class="card-title text-subtitle-1">
+          Sub-analysis settings
+        </h3>
+        <AtlasDivider />
+        <div class="card-body">
+          <p class="text-caption text-medium-emphasis mb-3">
+            Scalars applied to the aggregate-covariate and dechallenge-rechallenge sub-analyses.
+            Per-analysis target/outcome cohort lists are derived from cohort roles.
+          </p>
+          <div class="d-flex ga-3 mb-3">
+            <AtlasTextField
+              v-model.number="store.characterizationSettings.minPriorObservation"
+              label="Min prior observation (days)"
+              type="number"
+            />
+          </div>
+          <div class="d-flex ga-3 mb-3">
+            <AtlasTextField
+              v-model.number="store.characterizationSettings.dechallengeStopInterval"
+              label="Dechallenge stop interval"
+              type="number"
+            />
+            <AtlasTextField
+              v-model.number="store.characterizationSettings.dechallengeEvaluationWindow"
+              label="Dechallenge eval window"
+              type="number"
+            />
+          </div>
+          <div class="d-flex ga-3 mb-3">
+            <AtlasTextField
+              v-model.number="store.characterizationSettings.casePreTargetDuration"
+              label="Case pre-target duration"
+              type="number"
+            />
+            <AtlasTextField
+              v-model.number="store.characterizationSettings.casePostOutcomeDuration"
+              label="Case post-outcome duration"
+              type="number"
+            />
+          </div>
+        </div>
+      </AtlasCard>
+
       <!-- Advanced -->
       <AdvancedSection>
         <AtlasCard
@@ -73,35 +123,6 @@
                 type="number"
                 step="0.01"
               />
-              <AtlasTextField
-                v-model.number="store.characterizationSettings.minPriorObservation"
-                label="Min prior observation (days)"
-                type="number"
-              />
-            </div>
-            <div class="d-flex ga-3 mb-3">
-              <AtlasTextField
-                v-model.number="store.characterizationSettings.dechallengeStopInterval"
-                label="Dechallenge stop interval"
-                type="number"
-              />
-              <AtlasTextField
-                v-model.number="store.characterizationSettings.dechallengeEvaluationWindow"
-                label="Dechallenge eval window"
-                type="number"
-              />
-            </div>
-            <div class="d-flex ga-3 mb-3">
-              <AtlasTextField
-                v-model.number="store.characterizationSettings.casePreTargetDuration"
-                label="Case pre-target duration"
-                type="number"
-              />
-              <AtlasTextField
-                v-model.number="store.characterizationSettings.casePostOutcomeDuration"
-                label="Case post-outcome duration"
-                type="number"
-              />
             </div>
           </div>
         </AtlasCard>
diff --git a/plugins/strategus/src/views/modules/CohortMethodPanel.vue b/plugins/strategus/src/views/modules/CohortMethodPanel.vue
index 260f845..44babea 100644
--- a/plugins/strategus/src/views/modules/CohortMethodPanel.vue
+++ b/plugins/strategus/src/views/modules/CohortMethodPanel.vue
@@ -241,7 +241,55 @@
           v-model="editingAnalysis.useCleanWindowForPriorOutcomeLookback"
           label="Prior outcome lookback"
           :items="[{ title: 'All time prior (recommended)', value: false }, { title: 'Use clean window', value: true }]"
+          class="mb-4"
         />
+
+        <!-- Study population window -->
+        <div class="text-subtitle-2 mb-2">
+          Study population window
+        </div>
+        <div class="d-flex ga-3 mb-3">
+          <AtlasTextField
+            v-model.number="editingAnalysis.riskWindowStart"
+            label="Risk window start"
+            type="number"
+            style="max-width: 160px"
+          />
+          <AtlasSelect
+            v-model="editingAnalysis.startAnchor"
+            :items="anchorItems"
+            label="Start anchor"
+            style="max-width: 200px"
+          />
+        </div>
+        <div class="d-flex ga-3 mb-3">
+          <AtlasTextField
+            v-model.number="editingAnalysis.riskWindowEnd"
+            label="Risk window end"
+            type="number"
+            style="max-width: 160px"
+          />
+          <AtlasSelect
+            v-model="editingAnalysis.endAnchor"
+            :items="anchorItems"
+            label="End anchor"
+            style="max-width: 200px"
+          />
+        </div>
+        <div class="d-flex ga-3">
+          <AtlasTextField
+            v-model.number="editingAnalysis.minDaysAtRisk"
+            label="Min days at risk"
+            type="number"
+            style="max-width: 160px"
+          />
+          <AtlasTextField
+            v-model.number="editingAnalysis.priorOutcomeLookback"
+            label="Prior outcome lookback (days)"
+            type="number"
+            style="max-width: 220px"
+          />
+        </div>
       </template>
       <template #actions>
         <AtlasButton
@@ -305,7 +353,7 @@
             v-for="flag in group.flags"
             :key="flag"
             v-model="store.cohortMethodSettings.covariateFeatures[flag]"
-            :label="flag"
+            :label="featureLabel(flag)"
             class="mr-2"
           />
         </div>
@@ -366,11 +414,18 @@ const covFeatureGroups = [
   },
   {
     label: 'Measurements',
-    flags: ['MeasurementLongTerm', 'MeasurementShortTerm', 'MeasurementRangeGroupLongTerm'],
+    flags: [
+      'MeasurementLongTerm', 'MeasurementShortTerm',
+      'MeasurementRangeGroupLongTerm', 'MeasurementRangeGroupShortTerm',
+      'MeasurementValueAsConceptLongTerm', 'MeasurementValueAsConceptShortTerm',
+    ],
   },
   {
     label: 'Observations',
-    flags: ['ObservationLongTerm', 'ObservationShortTerm'],
+    flags: [
+      'ObservationLongTerm', 'ObservationShortTerm',
+      'ObservationValueAsConceptLongTerm', 'ObservationValueAsConceptShortTerm',
+    ],
   },
   {
     label: 'Indices',
@@ -382,6 +437,21 @@ const covFeatureGroups = [
   },
 ];
 
+// Readable labels for the value-as-concept / range-group covariate groups.
+// Flags not listed here fall back to their raw key (existing behavior).
+const featureLabels: Record<string, string> = {
+  MeasurementRangeGroupLongTerm: 'Measurement range group (long term)',
+  MeasurementRangeGroupShortTerm: 'Measurement range group (short term)',
+  MeasurementValueAsConceptLongTerm: 'Measurement value as concept (long term)',
+  MeasurementValueAsConceptShortTerm: 'Measurement value as concept (short term)',
+  ObservationValueAsConceptLongTerm: 'Observation value as concept (long term)',
+  ObservationValueAsConceptShortTerm: 'Observation value as concept (short term)',
+};
+
+function featureLabel(flag: string): string {
+  return featureLabels[flag] ?? flag;
+}
+
 const psMethodItems = [
   { title: 'PS Matching', value: 'matching' },
   { title: 'PS Stratification', value: 'stratification' },
@@ -396,6 +466,11 @@ const modelTypeItems = [
   { title: 'Poisson regression', value: 'poisson' },
 ];
 
+const anchorItems = [
+  { title: 'Cohort start', value: 'cohort start' },
+  { title: 'Cohort end', value: 'cohort end' },
+];
+
 function psMethodLabel(method: CohortMethodAnalysis['psAdjustmentMethod']): string {
   return psMethodItems.find((i) => i.value === method)?.title ?? method;
 }
diff --git a/plugins/strategus/src/views/modules/PlpPanel.vue b/plugins/strategus/src/views/modules/PlpPanel.vue
index 8a97b90..1dbabc6 100644
--- a/plugins/strategus/src/views/modules/PlpPanel.vue
+++ b/plugins/strategus/src/views/modules/PlpPanel.vue
@@ -238,6 +238,37 @@
                 :disabled="!store.plpSettings.runCalibration"
               />
             </div>
+
+            <div class="text-subtitle-2 text-medium-emphasis mt-4 mb-2">
+              Execution
+            </div>
+
+            <div class="d-flex flex-wrap ga-6">
+              <AtlasCheckbox
+                v-model="store.plpSettings.runFeatureEngineering"
+                label="Run feature engineering"
+              />
+              <AtlasCheckbox
+                v-model="store.plpSettings.runSampleData"
+                label="Run sample data"
+              />
+              <AtlasCheckbox
+                v-model="store.plpSettings.runPreprocessData"
+                label="Run preprocess data"
+              />
+              <AtlasCheckbox
+                v-model="store.plpSettings.runModelDevelopment"
+                label="Run model development"
+              />
+              <AtlasCheckbox
+                v-model="store.plpSettings.runCovariateSummary"
+                label="Run covariate summary"
+              />
+              <AtlasCheckbox
+                v-model="store.plpSettings.skipDiagnostics"
+                label="Skip diagnostics"
+              />
+            </div>
           </div>
         </AtlasCard>
       </AdvancedSection>
diff --git a/plugins/strategus/tests/__diff_reports__/_aggregate.json b/plugins/strategus/tests/__diff_reports__/_aggregate.json
index 1fb45d5..153bfe5 100644
--- a/plugins/strategus/tests/__diff_reports__/_aggregate.json
+++ b/plugins/strategus/tests/__diff_reports__/_aggregate.json
@@ -1,50 +1,25 @@
 {
-  "totalRate": 0.8750269013130886,
+  "totalRate": 0.9343335337319889,
   "summaries": [
     {
       "fixture": "anti-vegf-kidney.json",
       "numModules": 7,
-      "preservedCount": 1377,
-      "modifiedCount": 348,
-      "droppedCount": 41,
-      "addedCount": 367,
-      "preservationRate": 0.7797281993204983,
-      "topGaps": [
-        "moduleSpecifications[1].version",
-        "moduleSpecifications[1].remoteRepo",
-        "moduleSpecifications[1].remoteUsername",
-        "moduleSpecifications[2].version",
-        "moduleSpecifications[2].remoteRepo",
-        "moduleSpecifications[2].remoteUsername",
-        "moduleSpecifications[2].settings.timeToEventSettings",
-        "moduleSpecifications[2].settings.dechallengeRechallengeSettings",
-        "moduleSpecifications[2].settings.aggregateCovariateSettings",
-        "moduleSpecifications[3].version",
-        "moduleSpecifications[3].remoteRepo",
-        "moduleSpecifications[3].remoteUsername",
-        "moduleSpecifications[4].version",
-        "moduleSpecifications[4].remoteRepo",
-        "moduleSpecifications[4].remoteUsername",
-        "moduleSpecifications[4].settings.cmAnalysisList[0].createStudyPopArgs.riskWindowStart",
-        "moduleSpecifications[4].settings.cmAnalysisList[0].createStudyPopArgs.startAnchor",
-        "moduleSpecifications[4].settings.cmAnalysisList[0].createStudyPopArgs.riskWindowEnd",
-        "moduleSpecifications[4].settings.cmAnalysisList[0].createStudyPopArgs.endAnchor",
-        "moduleSpecifications[4].settings.cmAnalysisList[0].computeCovariateBalanceArgs.covariateFilter.label"
-      ]
+      "preservedCount": 1550,
+      "modifiedCount": 341,
+      "droppedCount": 0,
+      "addedCount": 372,
+      "preservationRate": 0.819672131147541,
+      "topGaps": []
     },
     {
       "fixture": "breast-cancer-screen.json",
       "numModules": 2,
-      "preservedCount": 7,
+      "preservedCount": 10,
       "modifiedCount": 1,
-      "droppedCount": 3,
-      "addedCount": 1,
-      "preservationRate": 0.6363636363636364,
-      "topGaps": [
-        "moduleSpecifications[1].version",
-        "moduleSpecifications[1].remoteRepo",
-        "moduleSpecifications[1].remoteUsername"
-      ]
+      "droppedCount": 0,
+      "addedCount": 4,
+      "preservationRate": 0.9090909090909091,
+      "topGaps": []
     },
     {
       "fixture": "dr-screening.json",
@@ -59,96 +34,42 @@
     {
       "fixture": "endo-pcos.json",
       "numModules": 4,
-      "preservedCount": 123,
+      "preservedCount": 242,
       "modifiedCount": 6,
-      "droppedCount": 12,
-      "addedCount": 13,
-      "preservationRate": 0.8723404255319149,
-      "topGaps": [
-        "moduleSpecifications[1].version",
-        "moduleSpecifications[1].remoteRepo",
-        "moduleSpecifications[1].remoteUsername",
-        "moduleSpecifications[2].version",
-        "moduleSpecifications[2].remoteRepo",
-        "moduleSpecifications[2].remoteUsername",
-        "moduleSpecifications[2].settings.timeToEventSettings",
-        "moduleSpecifications[2].settings.dechallengeRechallengeSettings",
-        "moduleSpecifications[2].settings.aggregateCovariateSettings",
-        "moduleSpecifications[3].version",
-        "moduleSpecifications[3].remoteRepo",
-        "moduleSpecifications[3].remoteUsername"
-      ]
+      "droppedCount": 0,
+      "addedCount": 11,
+      "preservationRate": 0.9758064516129032,
+      "topGaps": []
     },
     {
       "fixture": "glp1-dili.json",
       "numModules": 4,
-      "preservedCount": 1557,
-      "modifiedCount": 148,
-      "droppedCount": 15,
-      "addedCount": 157,
-      "preservationRate": 0.9052325581395348,
-      "topGaps": [
-        "moduleSpecifications[1].settings.analysis.aggregateCovariateSettings",
-        "moduleSpecifications[3].settings.cmAnalysisList[0].getDbCohortMethodDataArgs.covariateSettings.MeasurementRangeGroupShortTerm",
-        "moduleSpecifications[3].settings.cmAnalysisList[0].getDbCohortMethodDataArgs.covariateSettings.MeasurementValueAsConceptLongTerm",
-        "moduleSpecifications[3].settings.cmAnalysisList[0].getDbCohortMethodDataArgs.covariateSettings.MeasurementValueAsConceptShortTerm",
-        "moduleSpecifications[3].settings.cmAnalysisList[0].getDbCohortMethodDataArgs.covariateSettings.ObservationValueAsConceptLongTerm",
-        "moduleSpecifications[3].settings.cmAnalysisList[0].getDbCohortMethodDataArgs.covariateSettings.ObservationValueAsConceptShortTerm",
-        "moduleSpecifications[3].settings.cmAnalysisList[0].createStudyPopArgs.riskWindowStart",
-        "moduleSpecifications[3].settings.cmAnalysisList[0].createStudyPopArgs.startAnchor",
-        "moduleSpecifications[3].settings.cmAnalysisList[0].createStudyPopArgs.riskWindowEnd",
-        "moduleSpecifications[3].settings.cmAnalysisList[0].createStudyPopArgs.endAnchor",
-        "moduleSpecifications[3].settings.cmAnalysisList[0].computeCovariateBalanceArgs.covariateFilter.label",
-        "moduleSpecifications[3].settings.cmAnalysisList[0].computeCovariateBalanceArgs.covariateFilter.analysisId",
-        "moduleSpecifications[3].settings.cmAnalysisList[0].computeCovariateBalanceArgs.covariateFilter.covariateIds",
-        "moduleSpecifications[3].settings.cmAnalysisList[0].computeCovariateBalanceArgs.covariateFilter.attr_row.names",
-        "moduleSpecifications[3].settings.cmAnalysisList[0].computeCovariateBalanceArgs.covariateFilter.attr_spec"
-      ]
+      "preservedCount": 1742,
+      "modifiedCount": 151,
+      "droppedCount": 0,
+      "addedCount": 151,
+      "preservationRate": 0.9202324352879028,
+      "topGaps": []
     },
     {
       "fixture": "howoften.json",
       "numModules": 2,
-      "preservedCount": 70,
-      "modifiedCount": 12,
-      "droppedCount": 3,
-      "addedCount": 11,
-      "preservationRate": 0.8235294117647058,
-      "topGaps": [
-        "moduleSpecifications[1].version",
-        "moduleSpecifications[1].remoteRepo",
-        "moduleSpecifications[1].remoteUsername"
-      ]
+      "preservedCount": 76,
+      "modifiedCount": 9,
+      "droppedCount": 0,
+      "addedCount": 10,
+      "preservationRate": 0.8941176470588236,
+      "topGaps": []
     },
     {
       "fixture": "mtx-sample.json",
       "numModules": 7,
-      "preservedCount": 848,
-      "modifiedCount": 217,
-      "droppedCount": 120,
-      "addedCount": 89,
-      "preservationRate": 0.7156118143459915,
-      "topGaps": [
-        "moduleSpecifications[2].settings.analysis.aggregateCovariateSettings",
-        "moduleSpecifications[4].settings.cmAnalysisList[0].getDbCohortMethodDataArgs.covariateSettings.MeasurementRangeGroupShortTerm",
-        "moduleSpecifications[4].settings.cmAnalysisList[0].getDbCohortMethodDataArgs.covariateSettings.MeasurementValueAsConceptLongTerm",
-        "moduleSpecifications[4].settings.cmAnalysisList[0].getDbCohortMethodDataArgs.covariateSettings.MeasurementValueAsConceptShortTerm",
-        "moduleSpecifications[4].settings.cmAnalysisList[0].getDbCohortMethodDataArgs.covariateSettings.ObservationValueAsConceptLongTerm",
-        "moduleSpecifications[4].settings.cmAnalysisList[0].getDbCohortMethodDataArgs.covariateSettings.ObservationValueAsConceptShortTerm",
-        "moduleSpecifications[4].settings.cmAnalysisList[0].createStudyPopArgs.riskWindowStart",
-        "moduleSpecifications[4].settings.cmAnalysisList[0].createStudyPopArgs.startAnchor",
-        "moduleSpecifications[4].settings.cmAnalysisList[0].createStudyPopArgs.riskWindowEnd",
-        "moduleSpecifications[4].settings.cmAnalysisList[0].createStudyPopArgs.endAnchor",
-        "moduleSpecifications[4].settings.cmAnalysisList[0].computeCovariateBalanceArgs.covariateFilter.label",
-        "moduleSpecifications[4].settings.cmAnalysisList[0].computeCovariateBalanceArgs.covariateFilter.analysisId",
-        "moduleSpecifications[4].settings.cmAnalysisList[0].computeCovariateBalanceArgs.covariateFilter.covariateIds",
-        "moduleSpecifications[4].settings.cmAnalysisList[0].computeCovariateBalanceArgs.covariateFilter.attr_row.names",
-        "moduleSpecifications[4].settings.cmAnalysisList[0].computeCovariateBalanceArgs.covariateFilter.attr_spec",
-        "moduleSpecifications[5].settings.sccsAnalysisList[0].createStudyPopulationArgs.minAge",
-        "moduleSpecifications[5].settings.sccsDiagnosticThresholds.timeTrendPThreshold",
-        "moduleSpecifications[5].settings.sccsDiagnosticThresholds.preExposurePThreshold",
-        "moduleSpecifications[6].settings.modelDesignList[1].modelSettings.param.1",
-        "moduleSpecifications[6].settings.modelDesignList[1].modelSettings.param.2"
-      ]
+      "preservedCount": 3956,
+      "modifiedCount": 207,
+      "droppedCount": 0,
+      "addedCount": 68,
+      "preservationRate": 0.9502762430939227,
+      "topGaps": []
     },
     {
       "fixture": "semaglutide-naion-cd.json",
@@ -183,116 +104,42 @@
     {
       "fixture": "strategus-template-full.json",
       "numModules": 7,
-      "preservedCount": 1065,
-      "modifiedCount": 13,
-      "droppedCount": 10,
-      "addedCount": 28,
-      "preservationRate": 0.9788602941176471,
-      "topGaps": [
-        "moduleSpecifications[2].settings.analysis.targetBaselineSettings",
-        "moduleSpecifications[2].settings.analysis.riskFactorSettings",
-        "moduleSpecifications[2].settings.analysis.caseSeriesSettings",
-        "moduleSpecifications[3].settings.irDesign.studyWindow",
-        "moduleSpecifications[4].settings.cmAnalysesSpecifications",
-        "moduleSpecifications[5].settings.sccsAnalysesSpecifications",
-        "moduleSpecifications[6].settings.modelDesignList[0].modelSettings.settings",
-        "moduleSpecifications[6].settings.modelDesignList[0].hyperparameterSettings",
-        "moduleSpecifications[6].settings.modelDesignList[0].executeSettings.runFeatureEngineering",
-        "moduleSpecifications[6].settings.skipDiagnostics"
-      ]
+      "preservedCount": 31396,
+      "modifiedCount": 12,
+      "droppedCount": 0,
+      "addedCount": 21,
+      "preservationRate": 0.9996179317371371,
+      "topGaps": []
     },
     {
       "fixture": "testing-nc-legend.json",
       "numModules": 5,
-      "preservedCount": 1440,
-      "modifiedCount": 91,
-      "droppedCount": 26,
-      "addedCount": 111,
-      "preservationRate": 0.9248554913294798,
-      "topGaps": [
-        "moduleSpecifications[1].version",
-        "moduleSpecifications[1].remoteRepo",
-        "moduleSpecifications[1].remoteUsername",
-        "moduleSpecifications[2].version",
-        "moduleSpecifications[2].remoteRepo",
-        "moduleSpecifications[2].remoteUsername",
-        "moduleSpecifications[2].settings.timeToEventSettings",
-        "moduleSpecifications[2].settings.dechallengeRechallengeSettings",
-        "moduleSpecifications[2].settings.aggregateCovariateSettings",
-        "moduleSpecifications[3].version",
-        "moduleSpecifications[3].remoteRepo",
-        "moduleSpecifications[3].remoteUsername",
-        "moduleSpecifications[4].version",
-        "moduleSpecifications[4].remoteRepo",
-        "moduleSpecifications[4].remoteUsername",
-        "moduleSpecifications[4].settings.cmAnalysisList[0].createStudyPopArgs.riskWindowStart",
-        "moduleSpecifications[4].settings.cmAnalysisList[0].createStudyPopArgs.startAnchor",
-        "moduleSpecifications[4].settings.cmAnalysisList[0].createStudyPopArgs.riskWindowEnd",
-        "moduleSpecifications[4].settings.cmAnalysisList[0].createStudyPopArgs.endAnchor",
-        "moduleSpecifications[4].settings.cmAnalysisList[0].computeCovariateBalanceArgs.covariateFilter.label"
-      ]
+      "preservedCount": 1566,
+      "modifiedCount": 88,
+      "droppedCount": 0,
+      "addedCount": 112,
+      "preservationRate": 0.9467956469165659,
+      "topGaps": []
     },
     {
       "fixture": "tutorial-demo-2024.json",
       "numModules": 6,
-      "preservedCount": 812,
-      "modifiedCount": 189,
-      "droppedCount": 27,
-      "addedCount": 61,
-      "preservationRate": 0.7898832684824902,
-      "topGaps": [
-        "moduleSpecifications[2].settings.generateStats",
-        "moduleSpecifications[3].settings.irDesign.targetDefs[4]",
-        "moduleSpecifications[4].settings.cmAnalysisList[0].getDbCohortMethodDataArgs.covariateSettings.MeasurementRangeGroupShortTerm",
-        "moduleSpecifications[4].settings.cmAnalysisList[0].getDbCohortMethodDataArgs.covariateSettings.MeasurementValueAsConceptLongTerm",
-        "moduleSpecifications[4].settings.cmAnalysisList[0].getDbCohortMethodDataArgs.covariateSettings.MeasurementValueAsConceptShortTerm",
-        "moduleSpecifications[4].settings.cmAnalysisList[0].getDbCohortMethodDataArgs.covariateSettings.ObservationValueAsConceptLongTerm",
-        "moduleSpecifications[4].settings.cmAnalysisList[0].getDbCohortMethodDataArgs.covariateSettings.ObservationValueAsConceptShortTerm",
-        "moduleSpecifications[4].settings.cmAnalysisList[0].createStudyPopArgs.riskWindowStart",
-        "moduleSpecifications[4].settings.cmAnalysisList[0].createStudyPopArgs.startAnchor",
-        "moduleSpecifications[4].settings.cmAnalysisList[0].createStudyPopArgs.riskWindowEnd",
-        "moduleSpecifications[4].settings.cmAnalysisList[0].createStudyPopArgs.endAnchor",
-        "moduleSpecifications[4].settings.cmAnalysisList[1].getDbCohortMethodDataArgs.covariateSettings.MeasurementRangeGroupShortTerm",
-        "moduleSpecifications[4].settings.cmAnalysisList[1].getDbCohortMethodDataArgs.covariateSettings.MeasurementValueAsConceptLongTerm",
-        "moduleSpecifications[4].settings.cmAnalysisList[1].getDbCohortMethodDataArgs.covariateSettings.MeasurementValueAsConceptShortTerm",
-        "moduleSpecifications[4].settings.cmAnalysisList[1].getDbCohortMethodDataArgs.covariateSettings.ObservationValueAsConceptLongTerm",
-        "moduleSpecifications[4].settings.cmAnalysisList[1].getDbCohortMethodDataArgs.covariateSettings.ObservationValueAsConceptShortTerm",
-        "moduleSpecifications[4].settings.cmAnalysisList[1].createStudyPopArgs.riskWindowStart",
-        "moduleSpecifications[4].settings.cmAnalysisList[1].createStudyPopArgs.startAnchor",
-        "moduleSpecifications[4].settings.cmAnalysisList[1].createStudyPopArgs.riskWindowEnd",
-        "moduleSpecifications[4].settings.cmAnalysisList[1].createStudyPopArgs.endAnchor"
-      ]
+      "preservedCount": 884,
+      "modifiedCount": 184,
+      "droppedCount": 0,
+      "addedCount": 60,
+      "preservationRate": 0.8277153558052435,
+      "topGaps": []
     },
     {
       "fixture": "tutorial-strategus-study.json",
       "numModules": 7,
-      "preservedCount": 2083,
-      "modifiedCount": 425,
-      "droppedCount": 20,
-      "addedCount": 307,
-      "preservationRate": 0.8239715189873418,
-      "topGaps": [
-        "moduleSpecifications[4].settings.cmAnalysisList[0].getDbCohortMethodDataArgs.covariateSettings.MeasurementRangeGroupShortTerm",
-        "moduleSpecifications[4].settings.cmAnalysisList[0].getDbCohortMethodDataArgs.covariateSettings.MeasurementValueAsConceptLongTerm",
-        "moduleSpecifications[4].settings.cmAnalysisList[0].getDbCohortMethodDataArgs.covariateSettings.MeasurementValueAsConceptShortTerm",
-        "moduleSpecifications[4].settings.cmAnalysisList[0].getDbCohortMethodDataArgs.covariateSettings.ObservationValueAsConceptLongTerm",
-        "moduleSpecifications[4].settings.cmAnalysisList[0].getDbCohortMethodDataArgs.covariateSettings.ObservationValueAsConceptShortTerm",
-        "moduleSpecifications[4].settings.cmAnalysisList[0].createStudyPopArgs.riskWindowStart",
-        "moduleSpecifications[4].settings.cmAnalysisList[0].createStudyPopArgs.startAnchor",
-        "moduleSpecifications[4].settings.cmAnalysisList[0].createStudyPopArgs.riskWindowEnd",
-        "moduleSpecifications[4].settings.cmAnalysisList[0].createStudyPopArgs.endAnchor",
-        "moduleSpecifications[4].settings.cmAnalysisList[0].computeCovariateBalanceArgs.covariateFilter.label",
-        "moduleSpecifications[4].settings.cmAnalysisList[0].computeCovariateBalanceArgs.covariateFilter.analysisId",
-        "moduleSpecifications[4].settings.cmAnalysisList[0].computeCovariateBalanceArgs.covariateFilter.covariateIds",
-        "moduleSpecifications[4].settings.cmAnalysisList[0].computeCovariateBalanceArgs.covariateFilter.attr_row.names",
-        "moduleSpecifications[4].settings.cmAnalysisList[0].computeCovariateBalanceArgs.covariateFilter.attr_spec",
-        "moduleSpecifications[5].settings.analysesToExclude.exposureId",
-        "moduleSpecifications[5].settings.analysesToExclude.analysisId",
-        "moduleSpecifications[5].settings.analysesToExclude.attr_out.attrs",
-        "moduleSpecifications[5].settings.analysesToExclude.attr_row.names",
-        "moduleSpecifications[5].settings.sccsDiagnosticThresholds.timeTrendPThreshold",
-        "moduleSpecifications[5].settings.sccsDiagnosticThresholds.preExposurePThreshold"
-      ]
+      "preservedCount": 2157,
+      "modifiedCount": 419,
+      "droppedCount": 0,
+      "addedCount": 285,
+      "preservationRate": 0.8373447204968945,
+      "topGaps": []
     }
   ],
   "topGaps": [
@@ -330,72 +177,28 @@
     },
     {
       "key": "MOD CohortIncidenceModule:moduleSpecifications[*].settings.irDesign.targetDefs[*].name",
-      "count": 22,
+      "count": 10,
       "sample": {
         "from": "[SOS Phenotype Devt] aflibercept exposures after new use with 3 exposures in 21-70d windows -  in cohorts: (1782480) starts within D: -99999 - D: 0 of cohort start and ends D: -99999 - D: 99999 of cohort start, first ever occurence with at least 365 days prior observation and 1 days follow up observation, males, females aged 18+",
-        "to": "[SOS] End-stage renal disease"
+        "to": "[SOS Phenotype Devt] aflibercept exposures after new use with 3 exposures in 21-70d windows"
       }
     },
     {
-      "key": "MOD CohortIncidenceModule:moduleSpecifications[*].settings.irDesign.targetDefs[*].id",
-      "count": 18,
-      "sample": {
-        "from": 1782483001,
-        "to": 1782164
-      }
-    },
-    {
-      "key": "MOD PatientLevelPredictionModule:moduleSpecifications[*].settings.modelDesignList[*].targetId",
-      "count": 9,
-      "sample": {
-        "from": 1001,
-        "to": 1
-      }
-    },
-    {
-      "key": "MOD PatientLevelPredictionModule:moduleSpecifications[*].settings.modelDesignList[*].populationSettings.minTimeAtRisk",
-      "count": 9,
-      "sample": {
-        "from": 364,
-        "to": 363
-      }
-    },
-    {
-      "key": "MOD PatientLevelPredictionModule:moduleSpecifications[*].settings.modelDesignList[*].splitSettings.seed",
-      "count": 9,
+      "key": "MOD CharacterizationModule:moduleSpecifications[*].settings.analysis.timeToEventSettings[*].targetIds[*]",
+      "count": 8,
       "sample": {
-        "from": 123,
-        "to": 1234
+        "from": 19019,
+        "to": 19018001
       }
     },
     {
-      "key": "MOD PatientLevelPredictionModule:moduleSpecifications[*].settings.modelDesignList[*].modelSettings.param.attr_settings.seed",
+      "key": "MOD CharacterizationModule:moduleSpecifications[*].settings.analysis.dechallengeRechallengeSettings[*].targetCohortDefinitionIds[*]",
       "count": 8,
       "sample": {
-        "from": 82617313,
-        "to": 1
+        "from": 19019,
+        "to": 19018001
       }
     },
-    {
-      "key": "CohortMethodModule:moduleSpecifications[*].settings.cmAnalysisList[*].createStudyPopArgs.riskWindowStart",
-      "count": 7,
-      "sample": 1
-    },
-    {
-      "key": "CohortMethodModule:moduleSpecifications[*].settings.cmAnalysisList[*].createStudyPopArgs.startAnchor",
-      "count": 7,
-      "sample": "cohort start"
-    },
-    {
-      "key": "CohortMethodModule:moduleSpecifications[*].settings.cmAnalysisList[*].createStudyPopArgs.riskWindowEnd",
-      "count": 7,
-      "sample": 0
-    },
-    {
-      "key": "CohortMethodModule:moduleSpecifications[*].settings.cmAnalysisList[*].createStudyPopArgs.endAnchor",
-      "count": 7,
-      "sample": "cohort end"
-    },
     {
       "key": "MOD CohortIncidenceModule:moduleSpecifications[*].settings.irDesign.analysisList[*].tars",
       "count": 7,
@@ -415,84 +218,27 @@
       }
     },
     {
-      "key": "CohortMethodModule:moduleSpecifications[*].settings.cmAnalysisList[*].computeCovariateBalanceArgs.covariateFilter.label",
-      "count": 6,
-      "sample": [
-        "Age group",
-        "Gender: female",
-        "Race",
-        "Ethnicity",
-        "Medical history: General",
-        "Medical history: Cardiovascular disease",
-        "Medical history: Neoplasms",
-        "Medication use",
-        "Charlson comorbidity index",
-        "CHADS2Vasc",
-        "DCSI"
-      ]
-    },
-    {
-      "key": "CohortMethodModule:moduleSpecifications[*].settings.cmAnalysisList[*].computeCovariateBalanceArgs.covariateFilter.analysisId",
-      "count": 6,
-      "sample": [
-        3,
-        1,
-        4,
-        5,
-        210,
-        210,
-        210,
-        410,
-        901,
-        904,
-        902
-      ]
-    },
-    {
-      "key": "CohortMethodModule:moduleSpecifications[*].settings.cmAnalysisList[*].computeCovariateBalanceArgs.covariateFilter.covariateIds",
-      "count": 6,
-      "sample": [
-        null,
-        "8532001",
-        null,
-        null,
-        "4006969210,438409210,4212540210,255573210,201606210,4182210210,440383210,201820210,318800210,192671210,439727210,432867210,316866210,4104000210,433736210,80180210,255848210,140168210,4030518210,80809210,435783210,4279309210,81893210,81902210,197494210,4134440210",
-        "313217210,381591210,317576210,321588210,316139210,4185932210,321052210,440417210,444247210",
-        "4044013210,432571210,40481902210,443392210,4112853210,4180790210,443388210,197508210,200962210",
-        "21601782410,21602796410,21604686410,21604389410,21603932410,21601387410,21602028410,21600960410,21601664410,21601744410,21601461410,21600046410,21603248410,21600712410,21603890410,21601853410,21604254410,21604489410,21604752410",
-        "1901",
-        "1904",
-        "1902"
-      ]
-    },
-    {
-      "key": "CohortMethodModule:moduleSpecifications[*].settings.cmAnalysisList[*].computeCovariateBalanceArgs.covariateFilter.attr_row.names",
-      "count": 6,
-      "sample": [
-        1,
-        2,
-        3,
-        4,
-        5,
-        6,
-        7,
-        8,
-        9,
-        10,
-        11
-      ]
-    },
-    {
-      "key": "CohortMethodModule:moduleSpecifications[*].settings.cmAnalysisList[*].computeCovariateBalanceArgs.covariateFilter.attr_spec",
-      "count": 6,
+      "key": "MOD CohortIncidenceModule:moduleSpecifications[*].settings.irDesign.targetDefs[*].id",
+      "count": 7,
       "sample": {
-        "cols": {
-          "label": [],
-          "analysisId": [],
-          "covariateIds": []
-        },
-        "default": [],
-        "delim": ","
+        "from": 15426001,
+        "to": 15426
+      }
+    },
+    {
+      "key": "MOD PatientLevelPredictionModule:moduleSpecifications[*].settings.modelDesignList[*].populationSettings.minTimeAtRisk",
+      "count": 7,
+      "sample": {
+        "from": 364,
+        "to": 363
+      }
+    },
+    {
+      "key": "MOD PatientLevelPredictionModule:moduleSpecifications[*].settings.modelDesignList[*].splitSettings.seed",
+      "count": 7,
+      "sample": {
+        "from": 123,
+        "to": 1234
       }
     },
     {
@@ -537,6 +283,22 @@
         "to": 100000
       }
     },
+    {
+      "key": "MOD PatientLevelPredictionModule:moduleSpecifications[*].settings.modelDesignList[*].targetId",
+      "count": 6,
+      "sample": {
+        "from": 1001,
+        "to": 1
+      }
+    },
+    {
+      "key": "MOD PatientLevelPredictionModule:moduleSpecifications[*].settings.modelDesignList[*].modelSettings.param.attr_settings.seed",
+      "count": 6,
+      "sample": {
+        "from": 82617313,
+        "to": 1
+      }
+    },
     {
       "key": "MOD CohortMethodModule:moduleSpecifications[*].settings.cmAnalysisList[*].createStudyPopArgs.restrictToCommonPeriod",
       "count": 5,
@@ -568,6 +330,66 @@
         "from": false,
         "to": true
       }
+    },
+    {
+      "key": "MOD CohortMethodModule:moduleSpecifications[*].settings.cmAnalysisList[*].fitOutcomeModelArgs.control.cvRepetitions",
+      "count": 4,
+      "sample": {
+        "from": 10,
+        "to": 1
+      }
+    },
+    {
+      "key": "MOD CohortMethodModule:moduleSpecifications[*].settings.cmDiagnosticThresholds.mdrrThreshold",
+      "count": 4,
+      "sample": {
+        "from": "Inf",
+        "to": 10
+      }
+    },
+    {
+      "key": "MOD CohortMethodModule:moduleSpecifications[*].settings.cmDiagnosticThresholds.generalizabilitySdmThreshold",
+      "count": 4,
+      "sample": {
+        "from": 1,
+        "to": 999
+      }
+    },
+    {
+      "key": "MOD CohortMethodModule:moduleSpecifications[*].settings.cmAnalysisList[*].getDbCohortMethodDataArgs.removeDuplicateSubjects",
+      "count": 3,
+      "sample": {
+        "from": false,
+        "to": "keep all"
+      }
+    },
+    {
+      "key": "MOD CharacterizationModule:moduleSpecifications[*].settings.analysis.timeToEventSettings[*].outcomeIds",
+      "count": 3,
+      "sample": {
+        "from": 16968,
+        "to": [
+          16968
+        ]
+      }
+    },
+    {
+      "key": "MOD CharacterizationModule:moduleSpecifications[*].settings.analysis.dechallengeRechallengeSettings[*].outcomeCohortDefinitionIds",
+      "count": 3,
+      "sample": {
+        "from": 16968,
+        "to": [
+          16968
+        ]
+      }
+    },
+    {
+      "key": "MOD CohortIncidenceModule:moduleSpecifications[*].settings.irDesign.studyWindow.startDate",
+      "count": 3,
+      "sample": {
+        "from": "2017-12-01",
+        "to": "20171201"
+      }
     }
   ]
 }
\ No newline at end of file
diff --git a/plugins/strategus/tests/__diff_reports__/anti-vegf-kidney.json.diff.json b/plugins/strategus/tests/__diff_reports__/anti-vegf-kidney.json.diff.json
index ece0c11..0a01b75 100644
--- a/plugins/strategus/tests/__diff_reports__/anti-vegf-kidney.json.diff.json
+++ b/plugins/strategus/tests/__diff_reports__/anti-vegf-kidney.json.diff.json
@@ -2,426 +2,20 @@
   "summary": {
     "fixture": "anti-vegf-kidney.json",
     "numModules": 7,
-    "preservedCount": 1377,
-    "modifiedCount": 348,
-    "droppedCount": 41,
-    "addedCount": 367,
-    "preservationRate": 0.7797281993204983,
-    "topGaps": [
-      "moduleSpecifications[1].version",
-      "moduleSpecifications[1].remoteRepo",
-      "moduleSpecifications[1].remoteUsername",
-      "moduleSpecifications[2].version",
-      "moduleSpecifications[2].remoteRepo",
-      "moduleSpecifications[2].remoteUsername",
-      "moduleSpecifications[2].settings.timeToEventSettings",
-      "moduleSpecifications[2].settings.dechallengeRechallengeSettings",
-      "moduleSpecifications[2].settings.aggregateCovariateSettings",
-      "moduleSpecifications[3].version",
-      "moduleSpecifications[3].remoteRepo",
-      "moduleSpecifications[3].remoteUsername",
-      "moduleSpecifications[4].version",
-      "moduleSpecifications[4].remoteRepo",
-      "moduleSpecifications[4].remoteUsername",
-      "moduleSpecifications[4].settings.cmAnalysisList[0].createStudyPopArgs.riskWindowStart",
-      "moduleSpecifications[4].settings.cmAnalysisList[0].createStudyPopArgs.startAnchor",
-      "moduleSpecifications[4].settings.cmAnalysisList[0].createStudyPopArgs.riskWindowEnd",
-      "moduleSpecifications[4].settings.cmAnalysisList[0].createStudyPopArgs.endAnchor",
-      "moduleSpecifications[4].settings.cmAnalysisList[0].computeCovariateBalanceArgs.covariateFilter.label"
-    ]
+    "preservedCount": 1550,
+    "modifiedCount": 341,
+    "droppedCount": 0,
+    "addedCount": 372,
+    "preservationRate": 0.819672131147541,
+    "topGaps": []
   },
-  "droppedDetail": [
-    {
-      "path": "moduleSpecifications[1].version",
-      "orig": "0.0.7"
-    },
-    {
-      "path": "moduleSpecifications[1].remoteRepo",
-      "orig": "github.com"
-    },
-    {
-      "path": "moduleSpecifications[1].remoteUsername",
-      "orig": "ohdsi"
-    },
-    {
-      "path": "moduleSpecifications[2].version",
-      "orig": "0.3.2"
-    },
-    {
-      "path": "moduleSpecifications[2].remoteRepo",
-      "orig": "github.com"
-    },
-    {
-      "path": "moduleSpecifications[2].remoteUsername",
-      "orig": "ohdsi"
-    },
-    {
-      "path": "moduleSpecifications[2].settings.timeToEventSettings",
-      "orig": [
-        {
-          "targetIds": [
-            1782483,
-            1782481,
-            1782480,
-            1782482,
-            1782483001,
-            1782481001,
-            1782482001,
-            1782480101
-          ],
-          "outcomeIds": 1782164,
-          "attr_class": "timeToEventSettings"
-        }
-      ]
-    },
-    {
-      "path": "moduleSpecifications[2].settings.dechallengeRechallengeSettings",
-      "orig": [
-        {
-          "targetCohortDefinitionIds": [
-            1782483,
-            1782481,
-            1782480,
-            1782482,
-            1782483001,
-            1782481001,
-            1782482001,
-            1782480101
-          ],
-          "outcomeCohortDefinitionIds": 1782164,
-          "dechallengeStopInterval": 30,
-          "dechallengeEvaluationWindow": 30,
-          "attr_class": "dechallengeRechallengeSettings"
-        }
-      ]
-    },
-    {
-      "path": "moduleSpecifications[2].settings.aggregateCovariateSettings",
-      "orig": [
-        {
-          "targetIds": [
-            1782483,
-            1782481,
-            1782480,
-            1782482,
-            1782483001,
-            1782481001,
-            1782482001,
-            1782480101
-          ],
-          "outcomeIds": 1782164,
-          "minPriorObservation": 365,
-          "riskWindowStart": 1,
-          "startAnchor": "cohort start",
-          "riskWindowEnd": 0,
-          "endAnchor": "cohort end",
-          "covariateSettings": {
-            "temporal": false,
-            "temporalSequence": false,
-            "DemographicsGender": true,
-            "DemographicsAgeGroup": true,
-            "DemographicsRace": true,
-            "DemographicsEthnicity": true,
-            "DemographicsIndexYear": true,
-            "DemographicsIndexMonth": true,
-            "ConditionGroupEraLongTerm": true,
-            "ConditionGroupEraShortTerm": true,
-            "DrugGroupEraLongTerm": true,
-            "DrugGroupEraShortTerm": true,
-            "DrugGroupEraOverlapping": true,
-            "ProcedureOccurrenceLongTerm": true,
-            "ProcedureOccurrenceShortTerm": true,
-            "DeviceExposureLongTerm": true,
-            "DeviceExposureShortTerm": true,
-            "MeasurementLongTerm": true,
-            "MeasurementShortTerm": true,
-            "MeasurementRangeGroupLongTerm": true,
-            "ObservationLongTerm": true,
-            "ObservationShortTerm": true,
-            "CharlsonIndex": true,
-            "Dcsi": true,
-            "Chads2": true,
-            "Chads2Vasc": true,
-            "includedCovariateConceptIds": [],
-            "includedCovariateIds": [],
-            "addDescendantsToInclude": false,
-            "excludedCovariateConceptIds": [],
-            "addDescendantsToExclude": false,
-            "shortTermStartDays": -30,
-            "mediumTermStartDays": -180,
-            "endDays": 0,
-            "longTermStartDays": -365,
-            "attr_class": "covariateSettings",
-            "attr_fun": "getDbDefaultCovariateData"
-          },
-          "attr_class": "aggregateCovariateSettings"
-        }
-      ]
-    },
-    {
-      "path": "moduleSpecifications[3].version",
-      "orig": "0.0.6"
-    },
-    {
-      "path": "moduleSpecifications[3].remoteRepo",
-      "orig": "github.com"
-    },
-    {
-      "path": "moduleSpecifications[3].remoteUsername",
-      "orig": "ohdsi"
-    },
-    {
-      "path": "moduleSpecifications[4].version",
-      "orig": "0.1.0"
-    },
-    {
-      "path": "moduleSpecifications[4].remoteRepo",
-      "orig": "github.com"
-    },
-    {
-      "path": "moduleSpecifications[4].remoteUsername",
-      "orig": "ohdsi"
-    },
-    {
-      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].createStudyPopArgs.riskWindowStart",
-      "orig": 1
-    },
-    {
-      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].createStudyPopArgs.startAnchor",
-      "orig": "cohort start"
-    },
-    {
-      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].createStudyPopArgs.riskWindowEnd",
-      "orig": 0
-    },
-    {
-      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].createStudyPopArgs.endAnchor",
-      "orig": "cohort end"
-    },
-    {
-      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].computeCovariateBalanceArgs.covariateFilter.label",
-      "orig": [
-        "Age group",
-        "Gender: female",
-        "Race",
-        "Ethnicity",
-        "Medical history: General",
-        "Medical history: Cardiovascular disease",
-        "Medical history: Neoplasms",
-        "Medication use",
-        "Charlson comorbidity index",
-        "CHADS2Vasc",
-        "DCSI"
-      ]
-    },
-    {
-      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].computeCovariateBalanceArgs.covariateFilter.analysisId",
-      "orig": [
-        3,
-        1,
-        4,
-        5,
-        210,
-        210,
-        210,
-        410,
-        901,
-        904,
-        902
-      ]
-    },
-    {
-      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].computeCovariateBalanceArgs.covariateFilter.covariateIds",
-      "orig": [
-        null,
-        "8532001",
-        null,
-        null,
-        "4006969210,438409210,4212540210,255573210,201606210,4182210210,440383210,201820210,318800210,192671210,439727210,432867210,316866210,4104000210,433736210,80180210,255848210,140168210,4030518210,80809210,435783210,4279309210,81893210,81902210,197494210,4134440210",
-        "313217210,381591210,317576210,321588210,316139210,4185932210,321052210,440417210,444247210",
-        "4044013210,432571210,40481902210,443392210,4112853210,4180790210,443388210,197508210,200962210",
-        "21601782410,21602796410,21604686410,21604389410,21603932410,21601387410,21602028410,21600960410,21601664410,21601744410,21601461410,21600046410,21603248410,21600712410,21603890410,21601853410,21604254410,21604489410,21604752410",
-        "1901",
-        "1904",
-        "1902"
-      ]
-    },
-    {
-      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].computeCovariateBalanceArgs.covariateFilter.attr_row.names",
-      "orig": [
-        1,
-        2,
-        3,
-        4,
-        5,
-        6,
-        7,
-        8,
-        9,
-        10,
-        11
-      ]
-    },
-    {
-      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].computeCovariateBalanceArgs.covariateFilter.attr_spec",
-      "orig": {
-        "cols": {
-          "label": [],
-          "analysisId": [],
-          "covariateIds": []
-        },
-        "default": [],
-        "delim": ","
-      }
-    },
-    {
-      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].computeCovariateBalanceArgs.covariateFilter.attr_problems",
-      "orig": {}
-    },
-    {
-      "path": "moduleSpecifications[4].settings.cmDiagnosticThresholds.attritionFractionThreshold",
-      "orig": 1
-    },
-    {
-      "path": "moduleSpecifications[5].version",
-      "orig": "0.1.3"
-    },
-    {
-      "path": "moduleSpecifications[5].remoteRepo",
-      "orig": "github.com"
-    },
-    {
-      "path": "moduleSpecifications[5].remoteUsername",
-      "orig": "ohdsi"
-    },
-    {
-      "path": "moduleSpecifications[5].settings.sccsAnalysisList[0].createStudyPopulationArgs.minAge",
-      "orig": 18
-    },
-    {
-      "path": "moduleSpecifications[5].settings.sccsAnalysisList[1].createStudyPopulationArgs.minAge",
-      "orig": 18
-    },
-    {
-      "path": "moduleSpecifications[5].settings.sccsAnalysisList[2].createStudyPopulationArgs.minAge",
-      "orig": 18
-    },
-    {
-      "path": "moduleSpecifications[5].settings.analysesToExclude.exposureId",
-      "orig": [
-        1782481,
-        1782482,
-        1782483,
-        1782482,
-        1782483,
-        1782481
-      ]
-    },
-    {
-      "path": "moduleSpecifications[5].settings.analysesToExclude.analysisId",
-      "orig": [
-        1,
-        1,
-        2,
-        2,
-        3,
-        3
-      ]
-    },
-    {
-      "path": "moduleSpecifications[5].settings.analysesToExclude.attr_out.attrs",
-      "orig": {
-        "dim": [
-          3,
-          3
-        ],
-        "dimnames": {
-          "exposureId": [
-            "exposureId=1782483",
-            "exposureId=1782481",
-            "exposureId=1782482"
-          ],
-          "analysisId": [
-            "analysisId=1",
-            "analysisId=2",
-            "analysisId=3"
-          ]
-        }
-      }
-    },
-    {
-      "path": "moduleSpecifications[5].settings.analysesToExclude.attr_row.names",
-      "orig": [
-        1,
-        2,
-        3,
-        4,
-        5,
-        6
-      ]
-    },
-    {
-      "path": "moduleSpecifications[5].settings.sccsDiagnosticThresholds.timeTrendPThreshold",
-      "orig": 0.05
-    },
-    {
-      "path": "moduleSpecifications[5].settings.sccsDiagnosticThresholds.preExposurePThreshold",
-      "orig": 0.05
-    },
-    {
-      "path": "moduleSpecifications[6].version",
-      "orig": "0.1.0"
-    },
-    {
-      "path": "moduleSpecifications[6].remoteRepo",
-      "orig": "github.com"
-    },
-    {
-      "path": "moduleSpecifications[6].remoteUsername",
-      "orig": "ohdsi"
-    }
-  ],
+  "droppedDetail": [],
   "modifiedDetail": [
-    {
-      "path": "moduleSpecifications[3].settings.irDesign.targetDefs[0].id",
-      "orig": 1782483001,
-      "rs": 1782164
-    },
     {
       "path": "moduleSpecifications[3].settings.irDesign.targetDefs[0].name",
       "orig": "[SOS Phenotype Devt] aflibercept exposures after new use with 3 exposures in 21-70d windows -  in cohorts: (1782480) starts within D: -99999 - D: 0 of cohort start and ends D: -99999 - D: 99999 of cohort start, first ever occurence with at least 365 days prior observation and 1 days follow up observation, males, females aged 18+",
-      "rs": "[SOS] End-stage renal disease"
-    },
-    {
-      "path": "moduleSpecifications[3].settings.irDesign.targetDefs[1].id",
-      "orig": 1782481001,
-      "rs": 1782483001
-    },
-    {
-      "path": "moduleSpecifications[3].settings.irDesign.targetDefs[1].name",
-      "orig": "[SOS Phenotype Devt] ranibizumab exposures after new use with 3 exposures in 21-70d windows -  in cohorts: (1782480) starts within D: -99999 - D: 0 of cohort start and ends D: -99999 - D: 99999 of cohort start, first ever occurence with at least 365 days prior observation and 1 days follow up observation, males, females aged 18+",
       "rs": "[SOS Phenotype Devt] aflibercept exposures after new use with 3 exposures in 21-70d windows"
     },
-    {
-      "path": "moduleSpecifications[3].settings.irDesign.targetDefs[2].id",
-      "orig": 1782482001,
-      "rs": 1782481001
-    },
-    {
-      "path": "moduleSpecifications[3].settings.irDesign.targetDefs[2].name",
-      "orig": "[SOS Phenotype Devt] bevacizumab exposures after new use with 3 exposures in 21-70d windows -  in cohorts: (1782480) starts within D: -99999 - D: 0 of cohort start and ends D: -99999 - D: 99999 of cohort start, first ever occurence with at least 365 days prior observation and 1 days follow up observation, males, females aged 18+",
-      "rs": "[SOS Phenotype Devt] ranibizumab exposures after new use with 3 exposures in 21-70d windows"
-    },
-    {
-      "path": "moduleSpecifications[3].settings.irDesign.targetDefs[3].id",
-      "orig": 1782480101,
-      "rs": 1782480
-    },
-    {
-      "path": "moduleSpecifications[3].settings.irDesign.targetDefs[3].name",
-      "orig": "[SOS Phenotype Devt] persons with blinding diseases -  first ever occurence with at least 365 days prior observation and 1 days follow up observation, males, females aged 18+",
-      "rs": "[SOS Phenotype Devt] persons with blinding diseases"
-    },
     {
       "path": "moduleSpecifications[3].settings.irDesign.analysisList[0].outcomes",
       "orig": 1,
@@ -635,6 +229,41 @@
       "path": "moduleSpecifications[4].settings.targetComparatorOutcomesList[0].outcomes[32].outcomeId",
       "orig": 1032,
       "rs": "1032"
+    },
+    {
+      "path": "moduleSpecifications[4].settings.targetComparatorOutcomesList[0].outcomes[33].outcomeId",
+      "orig": 1033,
+      "rs": "1033"
+    },
+    {
+      "path": "moduleSpecifications[4].settings.targetComparatorOutcomesList[0].outcomes[34].outcomeId",
+      "orig": 1034,
+      "rs": "1034"
+    },
+    {
+      "path": "moduleSpecifications[4].settings.targetComparatorOutcomesList[0].outcomes[35].outcomeId",
+      "orig": 1035,
+      "rs": "1035"
+    },
+    {
+      "path": "moduleSpecifications[4].settings.targetComparatorOutcomesList[1].outcomes[1].outcomeId",
+      "orig": 1001,
+      "rs": "1001"
+    },
+    {
+      "path": "moduleSpecifications[4].settings.targetComparatorOutcomesList[1].outcomes[2].outcomeId",
+      "orig": 1002,
+      "rs": "1002"
+    },
+    {
+      "path": "moduleSpecifications[4].settings.targetComparatorOutcomesList[1].outcomes[3].outcomeId",
+      "orig": 1003,
+      "rs": "1003"
+    },
+    {
+      "path": "moduleSpecifications[4].settings.targetComparatorOutcomesList[1].outcomes[4].outcomeId",
+      "orig": 1004,
+      "rs": "1004"
     }
   ],
   "addedDetail": [
@@ -648,11 +277,7 @@
         "aggregateCovariateSettings": [
           {
             "targetIds": [
-              1782164,
               1782483,
-              1782481,
-              1782480,
-              1782482,
               1782483001,
               1782481001,
               1782482001
@@ -712,11 +337,7 @@
           },
           {
             "targetIds": [
-              1782164,
               1782483,
-              1782481,
-              1782480,
-              1782482,
               1782483001,
               1782481001,
               1782482001
@@ -778,11 +399,7 @@
           },
           {
             "targetIds": [
-              1782164,
               1782483,
-              1782481,
-              1782480,
-              1782482,
               1782483001,
               1782481001,
               1782482001
@@ -846,11 +463,7 @@
         "timeToEventSettings": [
           {
             "targetIds": [
-              1782164,
               1782483,
-              1782481,
-              1782480,
-              1782482,
               1782483001,
               1782481001,
               1782482001
@@ -867,11 +480,7 @@
         "dechallengeRechallengeSettings": [
           {
             "targetCohortDefinitionIds": [
-              1782164,
               1782483,
-              1782481,
-              1782480,
-              1782482,
               1782483001,
               1782481001,
               1782482001
@@ -909,30 +518,10 @@
       "path": "moduleSpecifications[2].settings.outputTable",
       "rs": "characterization_cohorts"
     },
-    {
-      "path": "moduleSpecifications[3].settings.irDesign.targetDefs[4]",
-      "rs": {
-        "id": 1782482001,
-        "name": "[SOS Phenotype Devt] bevacizumab exposures after new use with 3 exposures in 21-70d windows",
-        "cohortId": 1782482001
-      }
-    },
     {
       "path": "moduleSpecifications[3].settings.irDesign.targetDefs[0].cohortId",
-      "rs": 1782164
-    },
-    {
-      "path": "moduleSpecifications[3].settings.irDesign.targetDefs[1].cohortId",
       "rs": 1782483001
     },
-    {
-      "path": "moduleSpecifications[3].settings.irDesign.targetDefs[2].cohortId",
-      "rs": 1782481001
-    },
-    {
-      "path": "moduleSpecifications[3].settings.irDesign.targetDefs[3].cohortId",
-      "rs": 1782480
-    },
     {
       "path": "moduleSpecifications[3].settings.irDesign.timeAtRiskDefs[0].label",
       "rs": "TAR 1"
@@ -957,6 +546,26 @@
       "path": "moduleSpecifications[4].settings.cmAnalysisList[0].getDbCohortMethodDataArgs.covariateSettings.DemographicsIndexYearMonth",
       "rs": true
     },
+    {
+      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].getDbCohortMethodDataArgs.covariateSettings.MeasurementRangeGroupShortTerm",
+      "rs": true
+    },
+    {
+      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].getDbCohortMethodDataArgs.covariateSettings.MeasurementValueAsConceptLongTerm",
+      "rs": true
+    },
+    {
+      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].getDbCohortMethodDataArgs.covariateSettings.MeasurementValueAsConceptShortTerm",
+      "rs": true
+    },
+    {
+      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].getDbCohortMethodDataArgs.covariateSettings.ObservationValueAsConceptLongTerm",
+      "rs": true
+    },
+    {
+      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].getDbCohortMethodDataArgs.covariateSettings.ObservationValueAsConceptShortTerm",
+      "rs": true
+    },
     {
       "path": "moduleSpecifications[4].settings.cmAnalysisList[0].getDbCohortMethodDataArgs.covariateSettings.VisitCountLongTerm",
       "rs": true
@@ -973,15 +582,6 @@
       "path": "moduleSpecifications[4].settings.cmAnalysisList[0].getDbCohortMethodDataArgs.covariateSettings.VisitConceptCountShortTerm",
       "rs": true
     },
-    {
-      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].createStudyPopulationArgs",
-      "rs": {
-        "riskWindowStart": 1,
-        "startAnchor": "cohort start",
-        "riskWindowEnd": 0,
-        "endAnchor": "cohort end"
-      }
-    },
     {
       "path": "moduleSpecifications[4].settings.cmAnalysisList[0].createStudyPopArgs.attr_fun",
       "rs": "createStudyPopulation"
@@ -994,6 +594,23 @@
       "path": "moduleSpecifications[4].settings.cmAnalysisList[0].createPsArgs.control.syncCV",
       "rs": false
     },
+    {
+      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].fitOutcomeModelArgs.control.doItAll",
+      "rs": true
+    },
+    {
+      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].fitOutcomeModelArgs.control.syncCV",
+      "rs": false
+    },
+    {
+      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].createStudyPopulationArgs",
+      "rs": {
+        "riskWindowStart": 1,
+        "startAnchor": "cohort start",
+        "riskWindowEnd": 0,
+        "endAnchor": "cohort end"
+      }
+    },
     {
       "path": "moduleSpecifications[4].settings.cmAnalysisList[0].stratifyByPsArgs",
       "rs": null
@@ -1006,14 +623,6 @@
       "path": "moduleSpecifications[4].settings.cmAnalysisList[0].trimByPsArgs",
       "rs": null
     },
-    {
-      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].fitOutcomeModelArgs.control.doItAll",
-      "rs": true
-    },
-    {
-      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].fitOutcomeModelArgs.control.syncCV",
-      "rs": false
-    },
     {
       "path": "moduleSpecifications[4].settings.targetComparatorOutcomesList[0].outcomes[1].priorOutcomeLookback",
       "rs": null
@@ -1085,10 +694,6 @@
     {
       "path": "moduleSpecifications[4].settings.targetComparatorOutcomesList[0].outcomes[18].priorOutcomeLookback",
       "rs": null
-    },
-    {
-      "path": "moduleSpecifications[4].settings.targetComparatorOutcomesList[0].outcomes[19].priorOutcomeLookback",
-      "rs": null
     }
   ]
 }
\ No newline at end of file
diff --git a/plugins/strategus/tests/__diff_reports__/breast-cancer-screen.json.diff.json b/plugins/strategus/tests/__diff_reports__/breast-cancer-screen.json.diff.json
index 028d124..047a67b 100644
--- a/plugins/strategus/tests/__diff_reports__/breast-cancer-screen.json.diff.json
+++ b/plugins/strategus/tests/__diff_reports__/breast-cancer-screen.json.diff.json
@@ -2,31 +2,14 @@
   "summary": {
     "fixture": "breast-cancer-screen.json",
     "numModules": 2,
-    "preservedCount": 7,
+    "preservedCount": 10,
     "modifiedCount": 1,
-    "droppedCount": 3,
-    "addedCount": 1,
-    "preservationRate": 0.6363636363636364,
-    "topGaps": [
-      "moduleSpecifications[1].version",
-      "moduleSpecifications[1].remoteRepo",
-      "moduleSpecifications[1].remoteUsername"
-    ]
+    "droppedCount": 0,
+    "addedCount": 4,
+    "preservationRate": 0.9090909090909091,
+    "topGaps": []
   },
-  "droppedDetail": [
-    {
-      "path": "moduleSpecifications[1].version",
-      "orig": "0.1.0"
-    },
-    {
-      "path": "moduleSpecifications[1].remoteRepo",
-      "orig": "github.com"
-    },
-    {
-      "path": "moduleSpecifications[1].remoteUsername",
-      "orig": "ohdsi"
-    }
-  ],
+  "droppedDetail": [],
   "modifiedDetail": [
     {
       "path": "moduleSpecifications[1].settings",
@@ -35,9 +18,257 @@
     }
   ],
   "addedDetail": [
+    {
+      "path": "moduleSpecifications[1].settings.0",
+      "rs": {
+        "targetId": 1782266,
+        "outcomeId": 1782265,
+        "restrictPlpDataSettings": {
+          "studyStartDate": "",
+          "studyEndDate": "",
+          "firstExposureOnly": false,
+          "washoutPeriod": 0,
+          "sampleSize": null,
+          "attr_class": "restrictPlpDataSettings"
+        },
+        "covariateSettings": {
+          "temporal": false,
+          "temporalSequence": false,
+          "DemographicsGender": true,
+          "DemographicsAgeGroup": true,
+          "ConditionGroupEraAnyTimePrior": true,
+          "ConditionGroupEraLongTerm": true,
+          "DrugGroupEraAnyTimePrior": true,
+          "DrugGroupEraLongTerm": true,
+          "longTermStartDays": -365,
+          "mediumTermStartDays": -180,
+          "shortTermStartDays": -30,
+          "endDays": 0,
+          "includedCovariateConceptIds": [],
+          "addDescendantsToInclude": false,
+          "excludedCovariateConceptIds": [],
+          "addDescendantsToExclude": false,
+          "includedCovariateIds": [],
+          "attr_class": "covariateSettings",
+          "attr_fun": "getDbDefaultCovariateData"
+        },
+        "populationSettings": {
+          "binary": true,
+          "includeAllOutcomes": true,
+          "firstExposureOnly": false,
+          "washoutPeriod": 1095,
+          "removeSubjectsWithPriorOutcome": true,
+          "priorOutcomeLookback": 99999,
+          "requireTimeAtRisk": false,
+          "minTimeAtRisk": 364,
+          "riskWindowStart": 1,
+          "startAnchor": "cohort start",
+          "riskWindowEnd": 1095,
+          "endAnchor": "cohort start",
+          "restrictTarToCohortEnd": false,
+          "attr_class": "populationSettings"
+        },
+        "sampleSettings": [
+          {
+            "numberOutcomestoNonOutcomes": 1,
+            "sampleSeed": 1,
+            "attr_class": "sampleSettings",
+            "attr_fun": "sameData"
+          }
+        ],
+        "featureEngineeringSettings": [
+          {
+            "attr_class": "featureEngineeringSettings",
+            "attr_fun": "sameData"
+          }
+        ],
+        "preprocessSettings": {
+          "minFraction": 0.0005,
+          "normalize": true,
+          "removeRedundancy": true,
+          "attr_class": "preprocessSettings"
+        },
+        "modelSettings": {
+          "fitFunction": "fitCyclopsModel",
+          "param": {
+            "priorParams": {
+              "priorType": "laplace",
+              "forceIntercept": false,
+              "variance": 0.01,
+              "exclude": 0
+            },
+            "includeCovariateIds": null,
+            "upperLimit": 20,
+            "lowerLimit": 0.01,
+            "priorCoefs": null,
+            "attr_settings": {
+              "priorfunction": "Cyclops::createPrior",
+              "selectorType": "byPid",
+              "crossValidationInPrior": true,
+              "modelType": "logistic",
+              "addIntercept": true,
+              "useControl": true,
+              "seed": 48955941,
+              "name": "Lasso Logistic Regression",
+              "threads": -1,
+              "tolerance": 0.000002,
+              "cvRepetitions": 1,
+              "maxIterations": 3000
+            },
+            "attr_modelType": "binary",
+            "attr_saveType": "RtoJson"
+          },
+          "attr_class": "modelSettings"
+        },
+        "splitSettings": {
+          "test": 0.25,
+          "train": 0.75,
+          "seed": 1004,
+          "nfold": 3,
+          "attr_class": "splitSettings",
+          "attr_fun": "randomSplitter"
+        },
+        "executeSettings": {
+          "runSplitData": true,
+          "runSampleData": true,
+          "runfeatureEngineering": true,
+          "runPreprocessData": true,
+          "runModelDevelopment": true,
+          "runCovariateSummary": true,
+          "attr_class": "executeSettings"
+        },
+        "attr_class": "modelDesign"
+      }
+    },
+    {
+      "path": "moduleSpecifications[1].settings.1",
+      "rs": {
+        "targetId": 1782267,
+        "outcomeId": 1782265,
+        "restrictPlpDataSettings": {
+          "studyStartDate": "",
+          "studyEndDate": "",
+          "firstExposureOnly": false,
+          "washoutPeriod": 0,
+          "sampleSize": null,
+          "attr_class": "restrictPlpDataSettings"
+        },
+        "covariateSettings": {
+          "temporal": false,
+          "temporalSequence": false,
+          "DemographicsGender": true,
+          "DemographicsAgeGroup": true,
+          "ConditionGroupEraAnyTimePrior": true,
+          "ConditionGroupEraLongTerm": true,
+          "DrugGroupEraAnyTimePrior": true,
+          "DrugGroupEraLongTerm": true,
+          "longTermStartDays": -365,
+          "mediumTermStartDays": -180,
+          "shortTermStartDays": -30,
+          "endDays": 0,
+          "includedCovariateConceptIds": [],
+          "addDescendantsToInclude": false,
+          "excludedCovariateConceptIds": [],
+          "addDescendantsToExclude": false,
+          "includedCovariateIds": [],
+          "attr_class": "covariateSettings",
+          "attr_fun": "getDbDefaultCovariateData"
+        },
+        "populationSettings": {
+          "binary": true,
+          "includeAllOutcomes": true,
+          "firstExposureOnly": false,
+          "washoutPeriod": 1095,
+          "removeSubjectsWithPriorOutcome": true,
+          "priorOutcomeLookback": 99999,
+          "requireTimeAtRisk": false,
+          "minTimeAtRisk": 364,
+          "riskWindowStart": 1,
+          "startAnchor": "cohort start",
+          "riskWindowEnd": 1095,
+          "endAnchor": "cohort start",
+          "restrictTarToCohortEnd": false,
+          "attr_class": "populationSettings"
+        },
+        "sampleSettings": [
+          {
+            "numberOutcomestoNonOutcomes": 1,
+            "sampleSeed": 1,
+            "attr_class": "sampleSettings",
+            "attr_fun": "sameData"
+          }
+        ],
+        "featureEngineeringSettings": [
+          {
+            "attr_class": "featureEngineeringSettings",
+            "attr_fun": "sameData"
+          }
+        ],
+        "preprocessSettings": {
+          "minFraction": 0.0005,
+          "normalize": true,
+          "removeRedundancy": true,
+          "attr_class": "preprocessSettings"
+        },
+        "modelSettings": {
+          "fitFunction": "fitCyclopsModel",
+          "param": {
+            "priorParams": {
+              "priorType": "laplace",
+              "forceIntercept": false,
+              "variance": 0.01,
+              "exclude": 0
+            },
+            "includeCovariateIds": null,
+            "upperLimit": 20,
+            "lowerLimit": 0.01,
+            "priorCoefs": null,
+            "attr_settings": {
+              "priorfunction": "Cyclops::createPrior",
+              "selectorType": "byPid",
+              "crossValidationInPrior": true,
+              "modelType": "logistic",
+              "addIntercept": true,
+              "useControl": true,
+              "seed": 29979256,
+              "name": "Lasso Logistic Regression",
+              "threads": -1,
+              "tolerance": 0.000002,
+              "cvRepetitions": 1,
+              "maxIterations": 3000
+            },
+            "attr_modelType": "binary",
+            "attr_saveType": "RtoJson"
+          },
+          "attr_class": "modelSettings"
+        },
+        "splitSettings": {
+          "test": 0.25,
+          "train": 0.75,
+          "seed": 1004,
+          "nfold": 3,
+          "attr_class": "splitSettings",
+          "attr_fun": "randomSplitter"
+        },
+        "executeSettings": {
+          "runSplitData": true,
+          "runSampleData": true,
+          "runfeatureEngineering": true,
+          "runPreprocessData": true,
+          "runModelDevelopment": true,
+          "runCovariateSummary": true,
+          "attr_class": "executeSettings"
+        },
+        "attr_class": "modelDesign"
+      }
+    },
     {
       "path": "moduleSpecifications[1].settings.modelDesignList",
       "rs": []
+    },
+    {
+      "path": "moduleSpecifications[1].settings.skipDiagnostics",
+      "rs": false
     }
   ]
 }
\ No newline at end of file
diff --git a/plugins/strategus/tests/__diff_reports__/endo-pcos.json.diff.json b/plugins/strategus/tests/__diff_reports__/endo-pcos.json.diff.json
index 62170b5..3de41f8 100644
--- a/plugins/strategus/tests/__diff_reports__/endo-pcos.json.diff.json
+++ b/plugins/strategus/tests/__diff_reports__/endo-pcos.json.diff.json
@@ -2,259 +2,44 @@
   "summary": {
     "fixture": "endo-pcos.json",
     "numModules": 4,
-    "preservedCount": 123,
+    "preservedCount": 242,
     "modifiedCount": 6,
-    "droppedCount": 12,
-    "addedCount": 13,
-    "preservationRate": 0.8723404255319149,
-    "topGaps": [
-      "moduleSpecifications[1].version",
-      "moduleSpecifications[1].remoteRepo",
-      "moduleSpecifications[1].remoteUsername",
-      "moduleSpecifications[2].version",
-      "moduleSpecifications[2].remoteRepo",
-      "moduleSpecifications[2].remoteUsername",
-      "moduleSpecifications[2].settings.timeToEventSettings",
-      "moduleSpecifications[2].settings.dechallengeRechallengeSettings",
-      "moduleSpecifications[2].settings.aggregateCovariateSettings",
-      "moduleSpecifications[3].version",
-      "moduleSpecifications[3].remoteRepo",
-      "moduleSpecifications[3].remoteUsername"
-    ]
+    "droppedCount": 0,
+    "addedCount": 11,
+    "preservationRate": 0.9758064516129032,
+    "topGaps": []
   },
-  "droppedDetail": [
-    {
-      "path": "moduleSpecifications[1].version",
-      "orig": "0.2.0"
-    },
-    {
-      "path": "moduleSpecifications[1].remoteRepo",
-      "orig": "github.com"
-    },
-    {
-      "path": "moduleSpecifications[1].remoteUsername",
-      "orig": "ohdsi"
-    },
-    {
-      "path": "moduleSpecifications[2].version",
-      "orig": "0.5.0"
-    },
-    {
-      "path": "moduleSpecifications[2].remoteRepo",
-      "orig": "github.com"
-    },
-    {
-      "path": "moduleSpecifications[2].remoteUsername",
-      "orig": "ohdsi"
-    },
-    {
-      "path": "moduleSpecifications[2].settings.timeToEventSettings",
-      "orig": [
-        {
-          "targetIds": [
-            15426,
-            15421,
-            15445,
-            15426001,
-            15421001,
-            15445001
-          ],
-          "outcomeIds": [
-            15437,
-            14240
-          ],
-          "attr_class": "timeToEventSettings"
-        }
-      ]
-    },
-    {
-      "path": "moduleSpecifications[2].settings.dechallengeRechallengeSettings",
-      "orig": [
-        {
-          "targetCohortDefinitionIds": [
-            15426,
-            15421,
-            15445,
-            15426001,
-            15421001,
-            15445001
-          ],
-          "outcomeCohortDefinitionIds": [
-            15437,
-            14240
-          ],
-          "dechallengeStopInterval": 30,
-          "dechallengeEvaluationWindow": 30,
-          "attr_class": "dechallengeRechallengeSettings"
-        }
-      ]
-    },
-    {
-      "path": "moduleSpecifications[2].settings.aggregateCovariateSettings",
-      "orig": [
-        {
-          "targetIds": [
-            15426,
-            15421,
-            15445,
-            15426001,
-            15421001,
-            15445001
-          ],
-          "outcomeIds": [
-            15437,
-            14240
-          ],
-          "minPriorObservation": 365,
-          "riskWindowStart": -365,
-          "startAnchor": "cohort start",
-          "riskWindowEnd": -1,
-          "endAnchor": "cohort start",
-          "covariateSettings": {
-            "temporal": false,
-            "temporalSequence": false,
-            "DemographicsGender": true,
-            "DemographicsAgeGroup": true,
-            "DemographicsRace": true,
-            "DemographicsEthnicity": true,
-            "DemographicsIndexYear": true,
-            "DemographicsIndexMonth": true,
-            "ConditionGroupEraLongTerm": true,
-            "ConditionGroupEraShortTerm": true,
-            "DrugGroupEraLongTerm": true,
-            "DrugGroupEraShortTerm": true,
-            "DrugGroupEraOverlapping": true,
-            "ProcedureOccurrenceLongTerm": true,
-            "ProcedureOccurrenceShortTerm": true,
-            "DeviceExposureLongTerm": true,
-            "DeviceExposureShortTerm": true,
-            "MeasurementLongTerm": true,
-            "MeasurementShortTerm": true,
-            "MeasurementRangeGroupLongTerm": true,
-            "ObservationLongTerm": true,
-            "ObservationShortTerm": true,
-            "CharlsonIndex": true,
-            "Dcsi": true,
-            "Chads2": true,
-            "Chads2Vasc": true,
-            "includedCovariateConceptIds": [],
-            "includedCovariateIds": [],
-            "addDescendantsToInclude": false,
-            "excludedCovariateConceptIds": [],
-            "addDescendantsToExclude": false,
-            "shortTermStartDays": -30,
-            "mediumTermStartDays": -180,
-            "endDays": 0,
-            "longTermStartDays": -365,
-            "attr_class": "covariateSettings",
-            "attr_fun": "getDbDefaultCovariateData"
-          },
-          "attr_class": "aggregateCovariateSettings"
-        },
-        {
-          "targetIds": [
-            15426,
-            15421,
-            15445,
-            15426001,
-            15421001,
-            15445001
-          ],
-          "outcomeIds": [
-            15437,
-            14240
-          ],
-          "minPriorObservation": 365,
-          "riskWindowStart": 1,
-          "startAnchor": "cohort start",
-          "riskWindowEnd": 365,
-          "endAnchor": "cohort start",
-          "covariateSettings": {
-            "temporal": false,
-            "temporalSequence": false,
-            "DemographicsGender": true,
-            "DemographicsAgeGroup": true,
-            "DemographicsRace": true,
-            "DemographicsEthnicity": true,
-            "DemographicsIndexYear": true,
-            "DemographicsIndexMonth": true,
-            "ConditionGroupEraLongTerm": true,
-            "ConditionGroupEraShortTerm": true,
-            "DrugGroupEraLongTerm": true,
-            "DrugGroupEraShortTerm": true,
-            "DrugGroupEraOverlapping": true,
-            "ProcedureOccurrenceLongTerm": true,
-            "ProcedureOccurrenceShortTerm": true,
-            "DeviceExposureLongTerm": true,
-            "DeviceExposureShortTerm": true,
-            "MeasurementLongTerm": true,
-            "MeasurementShortTerm": true,
-            "MeasurementRangeGroupLongTerm": true,
-            "ObservationLongTerm": true,
-            "ObservationShortTerm": true,
-            "CharlsonIndex": true,
-            "Dcsi": true,
-            "Chads2": true,
-            "Chads2Vasc": true,
-            "includedCovariateConceptIds": [],
-            "includedCovariateIds": [],
-            "addDescendantsToInclude": false,
-            "excludedCovariateConceptIds": [],
-            "addDescendantsToExclude": false,
-            "shortTermStartDays": -30,
-            "mediumTermStartDays": -180,
-            "endDays": 0,
-            "longTermStartDays": -365,
-            "attr_class": "covariateSettings",
-            "attr_fun": "getDbDefaultCovariateData"
-          },
-          "attr_class": "aggregateCovariateSettings"
-        }
-      ]
-    },
-    {
-      "path": "moduleSpecifications[3].version",
-      "orig": "0.4.0"
-    },
-    {
-      "path": "moduleSpecifications[3].remoteRepo",
-      "orig": "github.com"
-    },
-    {
-      "path": "moduleSpecifications[3].remoteUsername",
-      "orig": "ohdsi"
-    }
-  ],
+  "droppedDetail": [],
   "modifiedDetail": [
     {
       "path": "moduleSpecifications[3].settings.irDesign.targetDefs[0].id",
       "orig": 15426001,
-      "rs": 15437
+      "rs": 15426
     },
     {
       "path": "moduleSpecifications[3].settings.irDesign.targetDefs[0].name",
       "orig": "[CU Study-a-Thon] women at risk 2013-2022, aged 15-49, with 365d prior observation -  first ever occurence with at least 365 days prior observation and 1 days follow up observation, females aged 15 - 49, occurs after 2013-01-01 and before 2022-12-31",
-      "rs": "All Visits"
+      "rs": "[CU Study-a-Thon] women at risk 2013-2022, aged 15-49, with 365d prior observation"
     },
     {
       "path": "moduleSpecifications[3].settings.irDesign.targetDefs[1].id",
       "orig": 15421001,
-      "rs": 14240
+      "rs": 15421
     },
     {
       "path": "moduleSpecifications[3].settings.irDesign.targetDefs[1].name",
       "orig": "[DBMI] Endometriosis surgery + 2 codes + female 15-49 -  first ever occurence with at least 365 days prior observation and 1 days follow up observation, females aged 15 - 49, occurs after 2013-01-01 and before 2022-12-31",
-      "rs": "Inpatient or ER Visits"
+      "rs": "[DBMI] Endometriosis surgery + 2 codes + female 15-49"
     },
     {
       "path": "moduleSpecifications[3].settings.irDesign.targetDefs[2].id",
       "orig": 15445001,
-      "rs": 15426
+      "rs": 15445
     },
     {
       "path": "moduleSpecifications[3].settings.irDesign.targetDefs[2].name",
       "orig": "[DBMI] Endometriosis indexed on diagnosis -  first ever occurence with at least 365 days prior observation and 1 days follow up observation, females aged 15 - 49, occurs after 2013-01-01 and before 2022-12-31",
-      "rs": "[CU Study-a-Thon] women at risk 2013-2022, aged 15-49, with 365d prior observation"
+      "rs": "[DBMI] Endometriosis indexed on diagnosis"
     }
   ],
   "addedDetail": [
@@ -264,8 +49,6 @@
         "aggregateCovariateSettings": [
           {
             "targetIds": [
-              15437,
-              14240,
               15426,
               15421,
               15445
@@ -325,8 +108,6 @@
           },
           {
             "targetIds": [
-              15437,
-              14240,
               15426,
               15421,
               15445
@@ -389,8 +170,6 @@
           },
           {
             "targetIds": [
-              15437,
-              14240,
               15426,
               15421,
               15445
@@ -455,8 +234,6 @@
         "timeToEventSettings": [
           {
             "targetIds": [
-              15437,
-              14240,
               15426,
               15421,
               15445
@@ -474,8 +251,6 @@
         "dechallengeRechallengeSettings": [
           {
             "targetCohortDefinitionIds": [
-              15437,
-              14240,
               15426,
               15421,
               15445
@@ -514,33 +289,17 @@
       "path": "moduleSpecifications[2].settings.outputTable",
       "rs": "characterization_cohorts"
     },
-    {
-      "path": "moduleSpecifications[3].settings.irDesign.targetDefs[3]",
-      "rs": {
-        "id": 15421,
-        "name": "[DBMI] Endometriosis surgery + 2 codes + female 15-49",
-        "cohortId": 15421
-      }
-    },
-    {
-      "path": "moduleSpecifications[3].settings.irDesign.targetDefs[4]",
-      "rs": {
-        "id": 15445,
-        "name": "[DBMI] Endometriosis indexed on diagnosis",
-        "cohortId": 15445
-      }
-    },
     {
       "path": "moduleSpecifications[3].settings.irDesign.targetDefs[0].cohortId",
-      "rs": 15437
+      "rs": 15426
     },
     {
       "path": "moduleSpecifications[3].settings.irDesign.targetDefs[1].cohortId",
-      "rs": 14240
+      "rs": 15421
     },
     {
       "path": "moduleSpecifications[3].settings.irDesign.targetDefs[2].cohortId",
-      "rs": 15426
+      "rs": 15445
     },
     {
       "path": "moduleSpecifications[3].settings.irDesign.timeAtRiskDefs[0].label",
diff --git a/plugins/strategus/tests/__diff_reports__/glp1-dili.json.diff.json b/plugins/strategus/tests/__diff_reports__/glp1-dili.json.diff.json
index 4607ed1..f364466 100644
--- a/plugins/strategus/tests/__diff_reports__/glp1-dili.json.diff.json
+++ b/plugins/strategus/tests/__diff_reports__/glp1-dili.json.diff.json
@@ -2,327 +2,41 @@
   "summary": {
     "fixture": "glp1-dili.json",
     "numModules": 4,
-    "preservedCount": 1557,
-    "modifiedCount": 148,
-    "droppedCount": 15,
-    "addedCount": 157,
-    "preservationRate": 0.9052325581395348,
-    "topGaps": [
-      "moduleSpecifications[1].settings.analysis.aggregateCovariateSettings",
-      "moduleSpecifications[3].settings.cmAnalysisList[0].getDbCohortMethodDataArgs.covariateSettings.MeasurementRangeGroupShortTerm",
-      "moduleSpecifications[3].settings.cmAnalysisList[0].getDbCohortMethodDataArgs.covariateSettings.MeasurementValueAsConceptLongTerm",
-      "moduleSpecifications[3].settings.cmAnalysisList[0].getDbCohortMethodDataArgs.covariateSettings.MeasurementValueAsConceptShortTerm",
-      "moduleSpecifications[3].settings.cmAnalysisList[0].getDbCohortMethodDataArgs.covariateSettings.ObservationValueAsConceptLongTerm",
-      "moduleSpecifications[3].settings.cmAnalysisList[0].getDbCohortMethodDataArgs.covariateSettings.ObservationValueAsConceptShortTerm",
-      "moduleSpecifications[3].settings.cmAnalysisList[0].createStudyPopArgs.riskWindowStart",
-      "moduleSpecifications[3].settings.cmAnalysisList[0].createStudyPopArgs.startAnchor",
-      "moduleSpecifications[3].settings.cmAnalysisList[0].createStudyPopArgs.riskWindowEnd",
-      "moduleSpecifications[3].settings.cmAnalysisList[0].createStudyPopArgs.endAnchor",
-      "moduleSpecifications[3].settings.cmAnalysisList[0].computeCovariateBalanceArgs.covariateFilter.label",
-      "moduleSpecifications[3].settings.cmAnalysisList[0].computeCovariateBalanceArgs.covariateFilter.analysisId",
-      "moduleSpecifications[3].settings.cmAnalysisList[0].computeCovariateBalanceArgs.covariateFilter.covariateIds",
-      "moduleSpecifications[3].settings.cmAnalysisList[0].computeCovariateBalanceArgs.covariateFilter.attr_row.names",
-      "moduleSpecifications[3].settings.cmAnalysisList[0].computeCovariateBalanceArgs.covariateFilter.attr_spec"
-    ]
+    "preservedCount": 1742,
+    "modifiedCount": 151,
+    "droppedCount": 0,
+    "addedCount": 151,
+    "preservationRate": 0.9202324352879028,
+    "topGaps": []
   },
-  "droppedDetail": [
-    {
-      "path": "moduleSpecifications[1].settings.analysis.aggregateCovariateSettings",
-      "orig": [
-        {
-          "targetIds": [
-            19018,
-            19019,
-            16968
-          ],
-          "minPriorObservation": 365,
-          "outcomeIds": 16968,
-          "outcomeWashoutDays": 365,
-          "riskWindowStart": 1,
-          "startAnchor": "cohort start",
-          "riskWindowEnd": 0,
-          "endAnchor": "cohort end",
-          "covariateSettings": [
-            {
-              "temporal": false,
-              "temporalSequence": false,
-              "DemographicsGender": true,
-              "DemographicsAgeGroup": true,
-              "DemographicsRace": true,
-              "DemographicsEthnicity": true,
-              "DemographicsIndexYear": true,
-              "DemographicsIndexMonth": true,
-              "ConditionGroupEraLongTerm": true,
-              "ConditionGroupEraShortTerm": true,
-              "DrugGroupEraLongTerm": true,
-              "DrugGroupEraShortTerm": true,
-              "DrugGroupEraOverlapping": true,
-              "ProcedureOccurrenceLongTerm": true,
-              "ProcedureOccurrenceShortTerm": true,
-              "DeviceExposureLongTerm": true,
-              "DeviceExposureShortTerm": true,
-              "MeasurementLongTerm": true,
-              "MeasurementShortTerm": true,
-              "MeasurementRangeGroupLongTerm": true,
-              "MeasurementRangeGroupShortTerm": true,
-              "MeasurementValueAsConceptLongTerm": true,
-              "MeasurementValueAsConceptShortTerm": true,
-              "ObservationLongTerm": true,
-              "ObservationShortTerm": true,
-              "ObservationValueAsConceptLongTerm": true,
-              "ObservationValueAsConceptShortTerm": true,
-              "CharlsonIndex": true,
-              "Dcsi": true,
-              "Chads2": true,
-              "Chads2Vasc": true,
-              "includedCovariateConceptIds": [],
-              "includedCovariateIds": [],
-              "addDescendantsToInclude": false,
-              "excludedCovariateConceptIds": [],
-              "addDescendantsToExclude": true,
-              "shortTermStartDays": -30,
-              "mediumTermStartDays": -180,
-              "endDays": 0,
-              "longTermStartDays": -365,
-              "DemographicsAge": true,
-              "DemographicsPriorObservationTime": true,
-              "DemographicsPostObservationTime": true,
-              "DemographicsTimeInCohort": true,
-              "attr_class": "covariateSettings",
-              "attr_fun": "getDbDefaultCovariateData"
-            }
-          ],
-          "caseCovariateSettings": {
-            "temporal": false,
-            "temporalSequence": false,
-            "ConditionGroupEraDuring": true,
-            "DrugGroupEraDuring": true,
-            "ProcedureOccurrenceDuring": true,
-            "DeviceExposureDuring": true,
-            "MeasurementDuring": true,
-            "ObservationDuring": true,
-            "VisitConceptCountDuring": true,
-            "includedCovariateConceptIds": [],
-            "addDescendantsToInclude": false,
-            "excludedCovariateConceptIds": [],
-            "addDescendantsToExclude": false,
-            "includedCovariateIds": [],
-            "attr_class": "covariateSettings",
-            "attr_fun": "Characterization::getDbDuringCovariateData"
-          },
-          "casePreTargetDuration": 365,
-          "casePostOutcomeDuration": 365,
-          "extractNonCaseCovariates": true,
-          "attr_class": "aggregateCovariateSettings"
-        },
-        {
-          "targetIds": [
-            19018,
-            19019,
-            16968
-          ],
-          "minPriorObservation": 365,
-          "outcomeIds": 16968,
-          "outcomeWashoutDays": 365,
-          "riskWindowStart": 1,
-          "startAnchor": "cohort start",
-          "riskWindowEnd": 365,
-          "endAnchor": "cohort end",
-          "covariateSettings": [
-            {
-              "temporal": false,
-              "temporalSequence": false,
-              "DemographicsGender": true,
-              "DemographicsAgeGroup": true,
-              "DemographicsRace": true,
-              "DemographicsEthnicity": true,
-              "DemographicsIndexYear": true,
-              "DemographicsIndexMonth": true,
-              "ConditionGroupEraLongTerm": true,
-              "ConditionGroupEraShortTerm": true,
-              "DrugGroupEraLongTerm": true,
-              "DrugGroupEraShortTerm": true,
-              "DrugGroupEraOverlapping": true,
-              "ProcedureOccurrenceLongTerm": true,
-              "ProcedureOccurrenceShortTerm": true,
-              "DeviceExposureLongTerm": true,
-              "DeviceExposureShortTerm": true,
-              "MeasurementLongTerm": true,
-              "MeasurementShortTerm": true,
-              "MeasurementRangeGroupLongTerm": true,
-              "MeasurementRangeGroupShortTerm": true,
-              "MeasurementValueAsConceptLongTerm": true,
-              "MeasurementValueAsConceptShortTerm": true,
-              "ObservationLongTerm": true,
-              "ObservationShortTerm": true,
-              "ObservationValueAsConceptLongTerm": true,
-              "ObservationValueAsConceptShortTerm": true,
-              "CharlsonIndex": true,
-              "Dcsi": true,
-              "Chads2": true,
-              "Chads2Vasc": true,
-              "includedCovariateConceptIds": [],
-              "includedCovariateIds": [],
-              "addDescendantsToInclude": false,
-              "excludedCovariateConceptIds": [],
-              "addDescendantsToExclude": true,
-              "shortTermStartDays": -30,
-              "mediumTermStartDays": -180,
-              "endDays": 0,
-              "longTermStartDays": -365,
-              "DemographicsAge": true,
-              "DemographicsPriorObservationTime": true,
-              "DemographicsPostObservationTime": true,
-              "DemographicsTimeInCohort": true,
-              "attr_class": "covariateSettings",
-              "attr_fun": "getDbDefaultCovariateData"
-            }
-          ],
-          "caseCovariateSettings": {
-            "temporal": false,
-            "temporalSequence": false,
-            "ConditionGroupEraDuring": true,
-            "DrugGroupEraDuring": true,
-            "ProcedureOccurrenceDuring": true,
-            "DeviceExposureDuring": true,
-            "MeasurementDuring": true,
-            "ObservationDuring": true,
-            "VisitConceptCountDuring": true,
-            "includedCovariateConceptIds": [],
-            "addDescendantsToInclude": false,
-            "excludedCovariateConceptIds": [],
-            "addDescendantsToExclude": false,
-            "includedCovariateIds": [],
-            "attr_class": "covariateSettings",
-            "attr_fun": "Characterization::getDbDuringCovariateData"
-          },
-          "casePreTargetDuration": 365,
-          "casePostOutcomeDuration": 365,
-          "extractNonCaseCovariates": true,
-          "attr_class": "aggregateCovariateSettings"
-        }
-      ]
-    },
-    {
-      "path": "moduleSpecifications[3].settings.cmAnalysisList[0].getDbCohortMethodDataArgs.covariateSettings.MeasurementRangeGroupShortTerm",
-      "orig": true
-    },
-    {
-      "path": "moduleSpecifications[3].settings.cmAnalysisList[0].getDbCohortMethodDataArgs.covariateSettings.MeasurementValueAsConceptLongTerm",
-      "orig": true
-    },
-    {
-      "path": "moduleSpecifications[3].settings.cmAnalysisList[0].getDbCohortMethodDataArgs.covariateSettings.MeasurementValueAsConceptShortTerm",
-      "orig": true
-    },
-    {
-      "path": "moduleSpecifications[3].settings.cmAnalysisList[0].getDbCohortMethodDataArgs.covariateSettings.ObservationValueAsConceptLongTerm",
-      "orig": true
-    },
-    {
-      "path": "moduleSpecifications[3].settings.cmAnalysisList[0].getDbCohortMethodDataArgs.covariateSettings.ObservationValueAsConceptShortTerm",
-      "orig": true
-    },
-    {
-      "path": "moduleSpecifications[3].settings.cmAnalysisList[0].createStudyPopArgs.riskWindowStart",
-      "orig": 1
-    },
-    {
-      "path": "moduleSpecifications[3].settings.cmAnalysisList[0].createStudyPopArgs.startAnchor",
-      "orig": "cohort start"
-    },
-    {
-      "path": "moduleSpecifications[3].settings.cmAnalysisList[0].createStudyPopArgs.riskWindowEnd",
-      "orig": 0
-    },
-    {
-      "path": "moduleSpecifications[3].settings.cmAnalysisList[0].createStudyPopArgs.endAnchor",
-      "orig": "cohort end"
-    },
+  "droppedDetail": [],
+  "modifiedDetail": [
     {
-      "path": "moduleSpecifications[3].settings.cmAnalysisList[0].computeCovariateBalanceArgs.covariateFilter.label",
-      "orig": [
-        "Age group",
-        "Gender: female",
-        "Race",
-        "Ethnicity",
-        "Medical history: General",
-        "Medical history: Cardiovascular disease",
-        "Medical history: Neoplasms",
-        "Medication use",
-        "Charlson comorbidity index",
-        "CHADS2Vasc",
-        "DCSI"
-      ]
+      "path": "moduleSpecifications[1].settings.analysis.timeToEventSettings[0].targetIds[1]",
+      "orig": 19019,
+      "rs": 19018001
     },
     {
-      "path": "moduleSpecifications[3].settings.cmAnalysisList[0].computeCovariateBalanceArgs.covariateFilter.analysisId",
-      "orig": [
-        3,
-        1,
-        4,
-        5,
-        210,
-        210,
-        210,
-        410,
-        901,
-        904,
-        902
-      ]
+      "path": "moduleSpecifications[1].settings.analysis.timeToEventSettings[0].targetIds[2]",
+      "orig": 16968,
+      "rs": 19019001
     },
     {
-      "path": "moduleSpecifications[3].settings.cmAnalysisList[0].computeCovariateBalanceArgs.covariateFilter.covariateIds",
-      "orig": [
-        null,
-        "8532001",
-        null,
-        null,
-        "4006969210,438409210,4212540210,255573210,201606210,4182210210,440383210,201820210,318800210,192671210,439727210,432867210,316866210,4104000210,433736210,80180210,255848210,140168210,4030518210,80809210,435783210,4279309210,81893210,81902210,197494210,4134440210",
-        "313217210,381591210,317576210,321588210,316139210,4185932210,321052210,440417210,444247210",
-        "4044013210,432571210,40481902210,443392210,4112853210,4180790210,443388210,197508210,200962210",
-        "21601782410,21602796410,21604686410,21604389410,21603932410,21601387410,21602028410,21600960410,21601664410,21601744410,21601461410,21600046410,21603248410,21600712410,21603890410,21601853410,21604254410,21604489410,21604752410",
-        "1901",
-        "1904",
-        "1902"
+      "path": "moduleSpecifications[1].settings.analysis.timeToEventSettings[0].outcomeIds",
+      "orig": 16968,
+      "rs": [
+        16968
       ]
     },
     {
-      "path": "moduleSpecifications[3].settings.cmAnalysisList[0].computeCovariateBalanceArgs.covariateFilter.attr_row.names",
-      "orig": [
-        1,
-        2,
-        3,
-        4,
-        5,
-        6,
-        7,
-        8,
-        9,
-        10,
-        11
-      ]
+      "path": "moduleSpecifications[1].settings.analysis.dechallengeRechallengeSettings[0].targetCohortDefinitionIds[1]",
+      "orig": 19019,
+      "rs": 19018001
     },
     {
-      "path": "moduleSpecifications[3].settings.cmAnalysisList[0].computeCovariateBalanceArgs.covariateFilter.attr_spec",
-      "orig": {
-        "cols": {
-          "label": [],
-          "analysisId": [],
-          "covariateIds": []
-        },
-        "default": [],
-        "skip": 1
-      }
-    }
-  ],
-  "modifiedDetail": [
-    {
-      "path": "moduleSpecifications[1].settings.analysis.timeToEventSettings[0].outcomeIds",
+      "path": "moduleSpecifications[1].settings.analysis.dechallengeRechallengeSettings[0].targetCohortDefinitionIds[2]",
       "orig": 16968,
-      "rs": [
-        16968
-      ]
+      "rs": 19019001
     },
     {
       "path": "moduleSpecifications[1].settings.analysis.dechallengeRechallengeSettings[0].outcomeCohortDefinitionIds",
@@ -336,11 +50,6 @@
       "orig": 19018,
       "rs": 19018001
     },
-    {
-      "path": "moduleSpecifications[2].settings.irDesign.targetDefs[1].id",
-      "orig": 19019,
-      "rs": 19019001
-    },
     {
       "path": "moduleSpecifications[2].settings.irDesign.analysisList[0].outcomes",
       "orig": 1,
@@ -559,40 +268,9 @@
       "path": "moduleSpecifications[3].settings.targetComparatorOutcomesList[0].outcomes[32].outcomeId",
       "orig": 10032,
       "rs": "10032"
-    },
-    {
-      "path": "moduleSpecifications[3].settings.targetComparatorOutcomesList[0].outcomes[33].outcomeId",
-      "orig": 10033,
-      "rs": "10033"
-    },
-    {
-      "path": "moduleSpecifications[3].settings.targetComparatorOutcomesList[0].outcomes[34].outcomeId",
-      "orig": 10034,
-      "rs": "10034"
-    },
-    {
-      "path": "moduleSpecifications[3].settings.targetComparatorOutcomesList[0].outcomes[35].outcomeId",
-      "orig": 10035,
-      "rs": "10035"
     }
   ],
   "addedDetail": [
-    {
-      "path": "moduleSpecifications[1].settings.analysis.timeToEventSettings[0].targetIds[3]",
-      "rs": 19018001
-    },
-    {
-      "path": "moduleSpecifications[1].settings.analysis.timeToEventSettings[0].targetIds[4]",
-      "rs": 19019001
-    },
-    {
-      "path": "moduleSpecifications[1].settings.analysis.dechallengeRechallengeSettings[0].targetCohortDefinitionIds[3]",
-      "rs": 19018001
-    },
-    {
-      "path": "moduleSpecifications[1].settings.analysis.dechallengeRechallengeSettings[0].targetCohortDefinitionIds[4]",
-      "rs": 19019001
-    },
     {
       "path": "moduleSpecifications[1].settings.mode",
       "rs": "CohortIncidence"
@@ -609,22 +287,10 @@
       "path": "moduleSpecifications[1].settings.outputTable",
       "rs": "characterization_cohorts"
     },
-    {
-      "path": "moduleSpecifications[2].settings.irDesign.targetDefs[2]",
-      "rs": {
-        "id": 16968,
-        "name": "[PL] All events of Acute Liver Injury, with a washout period of 365 days",
-        "cohortId": 16968
-      }
-    },
     {
       "path": "moduleSpecifications[2].settings.irDesign.targetDefs[0].cohortId",
       "rs": 19018001
     },
-    {
-      "path": "moduleSpecifications[2].settings.irDesign.targetDefs[1].cohortId",
-      "rs": 19019001
-    },
     {
       "path": "moduleSpecifications[2].settings.irDesign.timeAtRiskDefs[0].label",
       "rs": "TAR 1"
@@ -665,6 +331,10 @@
       "path": "moduleSpecifications[3].settings.cmAnalysisList[0].getDbCohortMethodDataArgs.covariateSettings.VisitConceptCountShortTerm",
       "rs": true
     },
+    {
+      "path": "moduleSpecifications[3].settings.cmAnalysisList[0].createStudyPopArgs.attr_fun",
+      "rs": "createStudyPopulation"
+    },
     {
       "path": "moduleSpecifications[3].settings.cmAnalysisList[0].createStudyPopulationArgs",
       "rs": {
@@ -674,10 +344,6 @@
         "endAnchor": "cohort end"
       }
     },
-    {
-      "path": "moduleSpecifications[3].settings.cmAnalysisList[0].createStudyPopArgs.attr_fun",
-      "rs": "createStudyPopulation"
-    },
     {
       "path": "moduleSpecifications[3].settings.cmAnalysisList[0].stratifyByPsArgs",
       "rs": null
@@ -785,6 +451,30 @@
     {
       "path": "moduleSpecifications[3].settings.targetComparatorOutcomesList[0].outcomes[24].priorOutcomeLookback",
       "rs": null
+    },
+    {
+      "path": "moduleSpecifications[3].settings.targetComparatorOutcomesList[0].outcomes[25].priorOutcomeLookback",
+      "rs": null
+    },
+    {
+      "path": "moduleSpecifications[3].settings.targetComparatorOutcomesList[0].outcomes[26].priorOutcomeLookback",
+      "rs": null
+    },
+    {
+      "path": "moduleSpecifications[3].settings.targetComparatorOutcomesList[0].outcomes[27].priorOutcomeLookback",
+      "rs": null
+    },
+    {
+      "path": "moduleSpecifications[3].settings.targetComparatorOutcomesList[0].outcomes[28].priorOutcomeLookback",
+      "rs": null
+    },
+    {
+      "path": "moduleSpecifications[3].settings.targetComparatorOutcomesList[0].outcomes[29].priorOutcomeLookback",
+      "rs": null
+    },
+    {
+      "path": "moduleSpecifications[3].settings.targetComparatorOutcomesList[0].outcomes[30].priorOutcomeLookback",
+      "rs": null
     }
   ]
 }
\ No newline at end of file
diff --git a/plugins/strategus/tests/__diff_reports__/howoften.json.diff.json b/plugins/strategus/tests/__diff_reports__/howoften.json.diff.json
index 0a396ac..5223b32 100644
--- a/plugins/strategus/tests/__diff_reports__/howoften.json.diff.json
+++ b/plugins/strategus/tests/__diff_reports__/howoften.json.diff.json
@@ -2,52 +2,20 @@
   "summary": {
     "fixture": "howoften.json",
     "numModules": 2,
-    "preservedCount": 70,
-    "modifiedCount": 12,
-    "droppedCount": 3,
-    "addedCount": 11,
-    "preservationRate": 0.8235294117647058,
-    "topGaps": [
-      "moduleSpecifications[1].version",
-      "moduleSpecifications[1].remoteRepo",
-      "moduleSpecifications[1].remoteUsername"
-    ]
+    "preservedCount": 76,
+    "modifiedCount": 9,
+    "droppedCount": 0,
+    "addedCount": 10,
+    "preservationRate": 0.8941176470588236,
+    "topGaps": []
   },
-  "droppedDetail": [
-    {
-      "path": "moduleSpecifications[1].version",
-      "orig": "0.2.0"
-    },
-    {
-      "path": "moduleSpecifications[1].remoteRepo",
-      "orig": "github.com"
-    },
-    {
-      "path": "moduleSpecifications[1].remoteUsername",
-      "orig": "ohdsi"
-    }
-  ],
+  "droppedDetail": [],
   "modifiedDetail": [
     {
       "path": "moduleSpecifications[1].settings.irDesign.targetDefs[0].id",
       "orig": 863001,
-      "rs": 862
-    },
-    {
-      "path": "moduleSpecifications[1].settings.irDesign.targetDefs[0].name",
-      "orig": "Cognitive impairment, incident",
-      "rs": "Earliest event of Alzheimer's disease derived from Imfeld, 2"
-    },
-    {
-      "path": "moduleSpecifications[1].settings.irDesign.targetDefs[1].id",
-      "orig": 1071,
       "rs": 863
     },
-    {
-      "path": "moduleSpecifications[1].settings.irDesign.targetDefs[1].name",
-      "orig": "persons at risk at start of year 2012-2022 with 365d prior observation",
-      "rs": "Cognitive impairment, incident"
-    },
     {
       "path": "moduleSpecifications[1].settings.irDesign.outcomeDefs[0].id",
       "orig": 2,
@@ -98,21 +66,13 @@
     }
   ],
   "addedDetail": [
-    {
-      "path": "moduleSpecifications[1].settings.irDesign.targetDefs[2]",
-      "rs": {
-        "id": 1071,
-        "name": "persons at risk at start of year 2012-2022 with 365d prior observation",
-        "cohortId": 1071
-      }
-    },
     {
       "path": "moduleSpecifications[1].settings.irDesign.targetDefs[0].cohortId",
-      "rs": 862
+      "rs": 863
     },
     {
       "path": "moduleSpecifications[1].settings.irDesign.targetDefs[1].cohortId",
-      "rs": 863
+      "rs": 1071
     },
     {
       "path": "moduleSpecifications[1].settings.irDesign.timeAtRiskDefs[0].label",
diff --git a/plugins/strategus/tests/__diff_reports__/mtx-sample.json.diff.json b/plugins/strategus/tests/__diff_reports__/mtx-sample.json.diff.json
index 01a1b70..bd7e65f 100644
--- a/plugins/strategus/tests/__diff_reports__/mtx-sample.json.diff.json
+++ b/plugins/strategus/tests/__diff_reports__/mtx-sample.json.diff.json
@@ -2,1896 +2,41 @@
   "summary": {
     "fixture": "mtx-sample.json",
     "numModules": 7,
-    "preservedCount": 848,
-    "modifiedCount": 217,
-    "droppedCount": 120,
-    "addedCount": 89,
-    "preservationRate": 0.7156118143459915,
-    "topGaps": [
-      "moduleSpecifications[2].settings.analysis.aggregateCovariateSettings",
-      "moduleSpecifications[4].settings.cmAnalysisList[0].getDbCohortMethodDataArgs.covariateSettings.MeasurementRangeGroupShortTerm",
-      "moduleSpecifications[4].settings.cmAnalysisList[0].getDbCohortMethodDataArgs.covariateSettings.MeasurementValueAsConceptLongTerm",
-      "moduleSpecifications[4].settings.cmAnalysisList[0].getDbCohortMethodDataArgs.covariateSettings.MeasurementValueAsConceptShortTerm",
-      "moduleSpecifications[4].settings.cmAnalysisList[0].getDbCohortMethodDataArgs.covariateSettings.ObservationValueAsConceptLongTerm",
-      "moduleSpecifications[4].settings.cmAnalysisList[0].getDbCohortMethodDataArgs.covariateSettings.ObservationValueAsConceptShortTerm",
-      "moduleSpecifications[4].settings.cmAnalysisList[0].createStudyPopArgs.riskWindowStart",
-      "moduleSpecifications[4].settings.cmAnalysisList[0].createStudyPopArgs.startAnchor",
-      "moduleSpecifications[4].settings.cmAnalysisList[0].createStudyPopArgs.riskWindowEnd",
-      "moduleSpecifications[4].settings.cmAnalysisList[0].createStudyPopArgs.endAnchor",
-      "moduleSpecifications[4].settings.cmAnalysisList[0].computeCovariateBalanceArgs.covariateFilter.label",
-      "moduleSpecifications[4].settings.cmAnalysisList[0].computeCovariateBalanceArgs.covariateFilter.analysisId",
-      "moduleSpecifications[4].settings.cmAnalysisList[0].computeCovariateBalanceArgs.covariateFilter.covariateIds",
-      "moduleSpecifications[4].settings.cmAnalysisList[0].computeCovariateBalanceArgs.covariateFilter.attr_row.names",
-      "moduleSpecifications[4].settings.cmAnalysisList[0].computeCovariateBalanceArgs.covariateFilter.attr_spec",
-      "moduleSpecifications[5].settings.sccsAnalysisList[0].createStudyPopulationArgs.minAge",
-      "moduleSpecifications[5].settings.sccsDiagnosticThresholds.timeTrendPThreshold",
-      "moduleSpecifications[5].settings.sccsDiagnosticThresholds.preExposurePThreshold",
-      "moduleSpecifications[6].settings.modelDesignList[1].modelSettings.param.1",
-      "moduleSpecifications[6].settings.modelDesignList[1].modelSettings.param.2"
-    ]
+    "preservedCount": 3956,
+    "modifiedCount": 207,
+    "droppedCount": 0,
+    "addedCount": 68,
+    "preservationRate": 0.9502762430939227,
+    "topGaps": []
   },
-  "droppedDetail": [
-    {
-      "path": "moduleSpecifications[2].settings.analysis.aggregateCovariateSettings",
-      "orig": [
-        {
-          "targetIds": [
-            1,
-            2,
-            3,
-            1001,
-            2001
-          ],
-          "minPriorObservation": 365,
-          "outcomeIds": 3,
-          "outcomeWashoutDays": 365,
-          "riskWindowStart": 1,
-          "startAnchor": "cohort start",
-          "riskWindowEnd": 0,
-          "endAnchor": "cohort end",
-          "covariateSettings": [
-            {
-              "temporal": false,
-              "temporalSequence": false,
-              "DemographicsGender": true,
-              "DemographicsAgeGroup": true,
-              "DemographicsRace": true,
-              "DemographicsEthnicity": true,
-              "DemographicsIndexYear": true,
-              "DemographicsIndexMonth": true,
-              "ConditionGroupEraLongTerm": true,
-              "ConditionGroupEraShortTerm": true,
-              "DrugGroupEraLongTerm": true,
-              "DrugGroupEraShortTerm": true,
-              "DrugGroupEraOverlapping": true,
-              "ProcedureOccurrenceLongTerm": true,
-              "ProcedureOccurrenceShortTerm": true,
-              "DeviceExposureLongTerm": true,
-              "DeviceExposureShortTerm": true,
-              "MeasurementLongTerm": true,
-              "MeasurementShortTerm": true,
-              "MeasurementRangeGroupLongTerm": true,
-              "MeasurementRangeGroupShortTerm": true,
-              "MeasurementValueAsConceptLongTerm": true,
-              "MeasurementValueAsConceptShortTerm": true,
-              "ObservationLongTerm": true,
-              "ObservationShortTerm": true,
-              "ObservationValueAsConceptLongTerm": true,
-              "ObservationValueAsConceptShortTerm": true,
-              "CharlsonIndex": true,
-              "Dcsi": true,
-              "Chads2": true,
-              "Chads2Vasc": true,
-              "includedCovariateConceptIds": [],
-              "includedCovariateIds": [],
-              "addDescendantsToInclude": false,
-              "excludedCovariateConceptIds": [],
-              "addDescendantsToExclude": false,
-              "shortTermStartDays": -30,
-              "mediumTermStartDays": -180,
-              "endDays": 0,
-              "longTermStartDays": -365,
-              "attr_class": "covariateSettings",
-              "attr_fun": "getDbDefaultCovariateData"
-            }
-          ],
-          "caseCovariateSettings": {
-            "temporal": false,
-            "temporalSequence": false,
-            "ConditionGroupEraDuring": true,
-            "DrugGroupEraDuring": true,
-            "ProcedureOccurrenceDuring": true,
-            "DeviceExposureDuring": true,
-            "MeasurementDuring": true,
-            "ObservationDuring": true,
-            "VisitConceptCountDuring": true,
-            "includedCovariateConceptIds": [],
-            "addDescendantsToInclude": false,
-            "excludedCovariateConceptIds": [],
-            "addDescendantsToExclude": false,
-            "includedCovariateIds": [],
-            "attr_class": "covariateSettings",
-            "attr_fun": "Characterization::getDbDuringCovariateData"
-          },
-          "casePreTargetDuration": 365,
-          "casePostOutcomeDuration": 365,
-          "extractNonCaseCovariates": true,
-          "attr_class": "aggregateCovariateSettings"
-        }
-      ]
-    },
-    {
-      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].getDbCohortMethodDataArgs.covariateSettings.MeasurementRangeGroupShortTerm",
-      "orig": true
-    },
-    {
-      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].getDbCohortMethodDataArgs.covariateSettings.MeasurementValueAsConceptLongTerm",
-      "orig": true
-    },
-    {
-      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].getDbCohortMethodDataArgs.covariateSettings.MeasurementValueAsConceptShortTerm",
-      "orig": true
-    },
-    {
-      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].getDbCohortMethodDataArgs.covariateSettings.ObservationValueAsConceptLongTerm",
-      "orig": true
-    },
-    {
-      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].getDbCohortMethodDataArgs.covariateSettings.ObservationValueAsConceptShortTerm",
-      "orig": true
-    },
-    {
-      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].createStudyPopArgs.riskWindowStart",
-      "orig": 1
-    },
-    {
-      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].createStudyPopArgs.startAnchor",
-      "orig": "cohort start"
-    },
-    {
-      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].createStudyPopArgs.riskWindowEnd",
-      "orig": 0
-    },
-    {
-      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].createStudyPopArgs.endAnchor",
-      "orig": "cohort end"
-    },
-    {
-      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].computeCovariateBalanceArgs.covariateFilter.label",
-      "orig": [
-        "Age group",
-        "Gender: female",
-        "Race",
-        "Ethnicity",
-        "Medical history: General",
-        "Medical history: Cardiovascular disease",
-        "Medical history: Neoplasms",
-        "Medication use",
-        "Charlson comorbidity index",
-        "CHADS2Vasc",
-        "DCSI"
-      ]
-    },
+  "droppedDetail": [],
+  "modifiedDetail": [
     {
-      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].computeCovariateBalanceArgs.covariateFilter.analysisId",
-      "orig": [
-        3,
-        1,
-        4,
-        5,
-        210,
-        210,
-        210,
-        410,
-        901,
-        904,
-        902
-      ]
+      "path": "moduleSpecifications[2].settings.analysis.timeToEventSettings[0].targetIds[1]",
+      "orig": 2,
+      "rs": 1001
     },
     {
-      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].computeCovariateBalanceArgs.covariateFilter.covariateIds",
-      "orig": [
-        null,
-        "8532001",
-        null,
-        null,
-        "4006969210,438409210,4212540210,255573210,201606210,4182210210,440383210,201820210,318800210,192671210,439727210,432867210,316866210,4104000210,433736210,80180210,255848210,140168210,4030518210,80809210,435783210,4279309210,81893210,81902210,197494210,4134440210",
-        "313217210,381591210,317576210,321588210,316139210,4185932210,321052210,440417210,444247210",
-        "4044013210,432571210,40481902210,443392210,4112853210,4180790210,443388210,197508210,200962210",
-        "21601782410,21602796410,21604686410,21604389410,21603932410,21601387410,21602028410,21600960410,21601664410,21601744410,21601461410,21600046410,21603248410,21600712410,21603890410,21601853410,21604254410,21604489410,21604752410",
-        "1901",
-        "1904",
-        "1902"
-      ]
+      "path": "moduleSpecifications[2].settings.analysis.timeToEventSettings[0].targetIds[2]",
+      "orig": 3,
+      "rs": 2001
     },
     {
-      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].computeCovariateBalanceArgs.covariateFilter.attr_row.names",
-      "orig": [
-        1,
-        2,
-        3,
-        4,
-        5,
-        6,
-        7,
-        8,
-        9,
-        10,
-        11
+      "path": "moduleSpecifications[2].settings.analysis.timeToEventSettings[0].outcomeIds",
+      "orig": 3,
+      "rs": [
+        3
       ]
     },
     {
-      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].computeCovariateBalanceArgs.covariateFilter.attr_spec",
-      "orig": {
-        "cols": {
-          "label": [],
-          "analysisId": [],
-          "covariateIds": []
-        },
-        "default": [],
-        "skip": 1
-      }
-    },
-    {
-      "path": "moduleSpecifications[5].settings.sccsAnalysisList[0].createStudyPopulationArgs.minAge",
-      "orig": 18
-    },
-    {
-      "path": "moduleSpecifications[5].settings.sccsDiagnosticThresholds.timeTrendPThreshold",
-      "orig": 0.05
-    },
-    {
-      "path": "moduleSpecifications[5].settings.sccsDiagnosticThresholds.preExposurePThreshold",
-      "orig": 0.05
-    },
-    {
-      "path": "moduleSpecifications[6].settings.modelDesignList[1].modelSettings.param.1",
-      "orig": {
-        "ntrees": 100,
-        "criterion": "gini",
-        "maxDepth": 4,
-        "minSamplesSplit": 2,
-        "minSamplesLeaf": 1,
-        "minWeightFractionLeaf": 0,
-        "mtries": "sqrt",
-        "maxLeafNodes": null,
-        "minImpurityDecrease": 0,
-        "bootstrap": true,
-        "oobScore": false,
-        "nJobs": null,
-        "seed": 83324,
-        "classWeight": null,
-        "maxSamples": null
-      }
-    },
-    {
-      "path": "moduleSpecifications[6].settings.modelDesignList[1].modelSettings.param.2",
-      "orig": {
-        "ntrees": 500,
-        "criterion": "gini",
-        "maxDepth": 4,
-        "minSamplesSplit": 2,
-        "minSamplesLeaf": 1,
-        "minWeightFractionLeaf": 0,
-        "mtries": "sqrt",
-        "maxLeafNodes": null,
-        "minImpurityDecrease": 0,
-        "bootstrap": true,
-        "oobScore": false,
-        "nJobs": null,
-        "seed": 83324,
-        "classWeight": null,
-        "maxSamples": null
-      }
-    },
-    {
-      "path": "moduleSpecifications[6].settings.modelDesignList[1].modelSettings.param.3",
-      "orig": {
-        "ntrees": 100,
-        "criterion": "gini",
-        "maxDepth": 10,
-        "minSamplesSplit": 2,
-        "minSamplesLeaf": 1,
-        "minWeightFractionLeaf": 0,
-        "mtries": "sqrt",
-        "maxLeafNodes": null,
-        "minImpurityDecrease": 0,
-        "bootstrap": true,
-        "oobScore": false,
-        "nJobs": null,
-        "seed": 83324,
-        "classWeight": null,
-        "maxSamples": null
-      }
-    },
-    {
-      "path": "moduleSpecifications[6].settings.modelDesignList[1].modelSettings.param.4",
-      "orig": {
-        "ntrees": 500,
-        "criterion": "gini",
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-        "minSamplesSplit": 2,
-        "minSamplesLeaf": 1,
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-        "mtries": "sqrt",
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-        "nJobs": null,
-        "seed": 83324,
-        "classWeight": null,
-        "maxSamples": null
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-    {
-      "path": "moduleSpecifications[6].settings.modelDesignList[1].modelSettings.param.5",
-      "orig": {
-        "ntrees": 100,
-        "criterion": "gini",
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-        "maxSamples": null
-      }
-    },
-    {
-      "path": "moduleSpecifications[6].settings.modelDesignList[1].modelSettings.param.6",
-      "orig": {
-        "ntrees": 500,
-        "criterion": "gini",
-        "maxDepth": 17,
-        "minSamplesSplit": 2,
-        "minSamplesLeaf": 1,
-        "minWeightFractionLeaf": 0,
-        "mtries": "sqrt",
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-        "minImpurityDecrease": 0,
-        "bootstrap": true,
-        "oobScore": false,
-        "nJobs": null,
-        "seed": 83324,
-        "classWeight": null,
-        "maxSamples": null
-      }
-    },
-    {
-      "path": "moduleSpecifications[6].settings.modelDesignList[1].modelSettings.param.7",
-      "orig": {
-        "ntrees": 100,
-        "criterion": "gini",
-        "maxDepth": 4,
-        "minSamplesSplit": 5,
-        "minSamplesLeaf": 1,
-        "minWeightFractionLeaf": 0,
-        "mtries": "sqrt",
-        "maxLeafNodes": null,
-        "minImpurityDecrease": 0,
-        "bootstrap": true,
-        "oobScore": false,
-        "nJobs": null,
-        "seed": 83324,
-        "classWeight": null,
-        "maxSamples": null
-      }
-    },
-    {
-      "path": "moduleSpecifications[6].settings.modelDesignList[1].modelSettings.param.8",
-      "orig": {
-        "ntrees": 500,
-        "criterion": "gini",
-        "maxDepth": 4,
-        "minSamplesSplit": 5,
-        "minSamplesLeaf": 1,
-        "minWeightFractionLeaf": 0,
-        "mtries": "sqrt",
-        "maxLeafNodes": null,
-        "minImpurityDecrease": 0,
-        "bootstrap": true,
-        "oobScore": false,
-        "nJobs": null,
-        "seed": 83324,
-        "classWeight": null,
-        "maxSamples": null
-      }
-    },
-    {
-      "path": "moduleSpecifications[6].settings.modelDesignList[1].modelSettings.param.9",
-      "orig": {
-        "ntrees": 100,
-        "criterion": "gini",
-        "maxDepth": 10,
-        "minSamplesSplit": 5,
-        "minSamplesLeaf": 1,
-        "minWeightFractionLeaf": 0,
-        "mtries": "sqrt",
-        "maxLeafNodes": null,
-        "minImpurityDecrease": 0,
-        "bootstrap": true,
-        "oobScore": false,
-        "nJobs": null,
-        "seed": 83324,
-        "classWeight": null,
-        "maxSamples": null
-      }
-    },
-    {
-      "path": "moduleSpecifications[6].settings.modelDesignList[1].modelSettings.param.10",
-      "orig": {
-        "ntrees": 500,
-        "criterion": "gini",
-        "maxDepth": 10,
-        "minSamplesSplit": 5,
-        "minSamplesLeaf": 1,
-        "minWeightFractionLeaf": 0,
-        "mtries": "sqrt",
-        "maxLeafNodes": null,
-        "minImpurityDecrease": 0,
-        "bootstrap": true,
-        "oobScore": false,
-        "nJobs": null,
-        "seed": 83324,
-        "classWeight": null,
-        "maxSamples": null
-      }
-    },
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-    },
-    {
-      "path": "moduleSpecifications[4].settings.cmDiagnosticThresholds.generalizabilitySdmThreshold",
-      "orig": 1,
-      "rs": 999
     }
   ],
   "addedDetail": [
@@ -2166,22 +291,10 @@
       "path": "moduleSpecifications[2].settings.outputTable",
       "rs": "characterization_cohorts"
     },
-    {
-      "path": "moduleSpecifications[3].settings.irDesign.targetDefs[2]",
-      "rs": {
-        "id": 3,
-        "name": "GI Bleed",
-        "cohortId": 3
-      }
-    },
     {
       "path": "moduleSpecifications[3].settings.irDesign.targetDefs[0].cohortId",
       "rs": 1001
     },
-    {
-      "path": "moduleSpecifications[3].settings.irDesign.targetDefs[1].cohortId",
-      "rs": 2001
-    },
     {
       "path": "moduleSpecifications[3].settings.irDesign.timeAtRiskDefs[0].label",
       "rs": "TAR 1"
@@ -2229,6 +342,10 @@
       "path": "moduleSpecifications[4].settings.cmAnalysisList[0].getDbCohortMethodDataArgs.covariateSettings.VisitConceptCountShortTerm",
       "rs": true
     },
+    {
+      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].createStudyPopArgs.attr_fun",
+      "rs": "createStudyPopulation"
+    },
     {
       "path": "moduleSpecifications[4].settings.cmAnalysisList[0].createStudyPopulationArgs",
       "rs": {
@@ -2238,10 +355,6 @@
         "endAnchor": "cohort end"
       }
     },
-    {
-      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].createStudyPopArgs.attr_fun",
-      "rs": "createStudyPopulation"
-    },
     {
       "path": "moduleSpecifications[4].settings.cmAnalysisList[0].stratifyByPsArgs",
       "rs": null
@@ -2357,6 +470,14 @@
     {
       "path": "moduleSpecifications[4].settings.targetComparatorOutcomesList[0].outcomes[26].priorOutcomeLookback",
       "rs": null
+    },
+    {
+      "path": "moduleSpecifications[4].settings.targetComparatorOutcomesList[0].outcomes[27].priorOutcomeLookback",
+      "rs": null
+    },
+    {
+      "path": "moduleSpecifications[4].settings.targetComparatorOutcomesList[0].outcomes[28].priorOutcomeLookback",
+      "rs": null
     }
   ]
 }
\ No newline at end of file
diff --git a/plugins/strategus/tests/__diff_reports__/semaglutide-naion-es.json.diff.json b/plugins/strategus/tests/__diff_reports__/semaglutide-naion-es.json.diff.json
index f4710a4..3a7e2f1 100644
--- a/plugins/strategus/tests/__diff_reports__/semaglutide-naion-es.json.diff.json
+++ b/plugins/strategus/tests/__diff_reports__/semaglutide-naion-es.json.diff.json
@@ -82,6 +82,7 @@
             "easeThreshold": 0.25,
             "i2Threshold": 0.4,
             "tauThreshold": 0.6931,
+            "attr_class": "EsDiagnosticThresholds",
             "alpha": 0.05
           }
         },
diff --git a/plugins/strategus/tests/__diff_reports__/strategus-template-es.json.diff.json b/plugins/strategus/tests/__diff_reports__/strategus-template-es.json.diff.json
index 14cfd71..dde5f2a 100644
--- a/plugins/strategus/tests/__diff_reports__/strategus-template-es.json.diff.json
+++ b/plugins/strategus/tests/__diff_reports__/strategus-template-es.json.diff.json
@@ -82,6 +82,9 @@
             "easeThreshold": 0.25,
             "i2Threshold": 0.4,
             "tauThreshold": 0.6931,
+            "sdmThreshold": null,
+            "sdmAlpha": null,
+            "attr_class": "EsDiagnosticThresholds",
             "alpha": 0.05
           }
         },
diff --git a/plugins/strategus/tests/__diff_reports__/strategus-template-full.json.diff.json b/plugins/strategus/tests/__diff_reports__/strategus-template-full.json.diff.json
index 6021b5e..837d7ab 100644
--- a/plugins/strategus/tests/__diff_reports__/strategus-template-full.json.diff.json
+++ b/plugins/strategus/tests/__diff_reports__/strategus-template-full.json.diff.json
@@ -2,31514 +2,24 @@
   "summary": {
     "fixture": "strategus-template-full.json",
     "numModules": 7,
-    "preservedCount": 1065,
-    "modifiedCount": 13,
-    "droppedCount": 10,
-    "addedCount": 28,
-    "preservationRate": 0.9788602941176471,
-    "topGaps": [
-      "moduleSpecifications[2].settings.analysis.targetBaselineSettings",
-      "moduleSpecifications[2].settings.analysis.riskFactorSettings",
-      "moduleSpecifications[2].settings.analysis.caseSeriesSettings",
-      "moduleSpecifications[3].settings.irDesign.studyWindow",
-      "moduleSpecifications[4].settings.cmAnalysesSpecifications",
-      "moduleSpecifications[5].settings.sccsAnalysesSpecifications",
-      "moduleSpecifications[6].settings.modelDesignList[0].modelSettings.settings",
-      "moduleSpecifications[6].settings.modelDesignList[0].hyperparameterSettings",
-      "moduleSpecifications[6].settings.modelDesignList[0].executeSettings.runFeatureEngineering",
-      "moduleSpecifications[6].settings.skipDiagnostics"
-    ]
+    "preservedCount": 31396,
+    "modifiedCount": 12,
+    "droppedCount": 0,
+    "addedCount": 21,
+    "preservationRate": 0.9996179317371371,
+    "topGaps": []
   },
-  "droppedDetail": [
-    {
-      "path": "moduleSpecifications[2].settings.analysis.targetBaselineSettings",
-      "orig": [
-        {
-          "targetIds": [
-            1,
-            2,
-            1001,
-            2001
-          ],
-          "limitToFirstInNDays": 99999,
-          "minPriorObservation": 365,
-          "covariateSettings": [
-            {
-              "temporal": false,
-              "temporalSequence": false,
-              "DemographicsGender": true,
-              "DemographicsAge": true,
-              "DemographicsAgeGroup": true,
-              "DemographicsRace": true,
-              "DemographicsEthnicity": true,
-              "DemographicsIndexYear": true,
-              "DemographicsIndexMonth": true,
-              "DemographicsPriorObservationTime": true,
-              "DemographicsPostObservationTime": true,
-              "DemographicsTimeInCohort": true,
-              "ConditionGroupEraLongTerm": true,
-              "ConditionGroupEraShortTerm": true,
-              "DrugGroupEraLongTerm": true,
-              "DrugGroupEraShortTerm": true,
-              "DrugGroupEraOverlapping": true,
-              "ProcedureOccurrenceLongTerm": true,
-              "ProcedureOccurrenceShortTerm": true,
-              "DeviceExposureLongTerm": true,
-              "DeviceExposureShortTerm": true,
-              "MeasurementLongTerm": true,
-              "MeasurementShortTerm": true,
-              "ObservationLongTerm": true,
-              "ObservationShortTerm": true,
-              "VisitConceptCountLongTerm": true,
-              "VisitConceptCountShortTerm": true,
-              "longTermStartDays": -365,
-              "mediumTermStartDays": -180,
-              "shortTermStartDays": -30,
-              "endDays": 0,
-              "includedCovariateConceptIds": [],
-              "addDescendantsToInclude": false,
-              "excludedCovariateConceptIds": [],
-              "addDescendantsToExclude": false,
-              "includedCovariateIds": [],
-              "attr_class": "covariateSettings",
-              "attr_fun": "getDbDefaultCovariateData"
-            }
-          ],
-          "attr_class": "targetBaselineSettings"
-        }
-      ]
-    },
-    {
-      "path": "moduleSpecifications[2].settings.analysis.riskFactorSettings",
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-            1,
-            2,
-            1001,
-            2001
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-          "limitToFirstInNDays": 99999,
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-          "outcomeIds": 3,
-          "outcomeWashoutDays": 365,
-          "riskWindowStart": 1,
-          "startAnchor": "cohort_start",
-          "riskWindowEnd": 0,
-          "endAnchor": "cohort_end",
-          "covariateSettings": [
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-              "temporal": false,
-              "temporalSequence": false,
-              "DemographicsGender": true,
-              "DemographicsAge": true,
-              "DemographicsAgeGroup": true,
-              "DemographicsRace": true,
-              "DemographicsEthnicity": true,
-              "DemographicsIndexYear": true,
-              "DemographicsIndexMonth": true,
-              "DemographicsPriorObservationTime": true,
-              "DemographicsPostObservationTime": true,
-              "DemographicsTimeInCohort": true,
-              "ConditionGroupEraLongTerm": true,
-              "ConditionGroupEraShortTerm": true,
-              "DrugGroupEraLongTerm": true,
-              "DrugGroupEraShortTerm": true,
-              "DrugGroupEraOverlapping": true,
-              "ProcedureOccurrenceLongTerm": true,
-              "ProcedureOccurrenceShortTerm": true,
-              "DeviceExposureLongTerm": true,
-              "DeviceExposureShortTerm": true,
-              "MeasurementLongTerm": true,
-              "MeasurementShortTerm": true,
-              "ObservationLongTerm": true,
-              "ObservationShortTerm": true,
-              "VisitConceptCountLongTerm": true,
-              "VisitConceptCountShortTerm": true,
-              "longTermStartDays": -365,
-              "mediumTermStartDays": -180,
-              "shortTermStartDays": -30,
-              "endDays": 0,
-              "includedCovariateConceptIds": [],
-              "addDescendantsToInclude": false,
-              "excludedCovariateConceptIds": [],
-              "addDescendantsToExclude": false,
-              "includedCovariateIds": [],
-              "attr_class": "covariateSettings",
-              "attr_fun": "getDbDefaultCovariateData"
-            }
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-          "minTargetSize": 0,
-          "minTwithOSize": 0,
-          "attr_class": "riskFactorSettings"
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-      ]
-    },
-    {
-      "path": "moduleSpecifications[2].settings.analysis.caseSeriesSettings",
-      "orig": [
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-            2,
-            1001,
-            2001
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-          "limitToFirstInNDays": 99999,
-          "minPriorObservation": 365,
-          "outcomeIds": 3,
-          "outcomeWashoutDays": 365,
-          "riskWindowStart": 1,
-          "startAnchor": "cohort_start",
-          "riskWindowEnd": 0,
-          "endAnchor": "cohort_end",
-          "caseCovariateSettings": [
-            {
-              "temporal": false,
-              "temporalSequence": false,
-              "ConditionGroupEraDuring": true,
-              "DrugGroupEraDuring": true,
-              "ProcedureOccurrenceDuring": true,
-              "DeviceExposureDuring": true,
-              "MeasurementDuring": true,
-              "ObservationDuring": true,
-              "VisitConceptCountDuring": true,
-              "includedCovariateConceptIds": [],
-              "addDescendantsToInclude": false,
-              "excludedCovariateConceptIds": [],
-              "addDescendantsToExclude": false,
-              "includedCovariateIds": [],
-              "attr_class": "covariateSettings",
-              "attr_fun": "Characterization::getDbDuringCovariateData"
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-          "casePreTargetDuration": 365,
-          "casePostOutcomeDuration": 365,
-          "attr_class": "caseSeriesSettings"
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-    {
-      "path": "moduleSpecifications[3].settings.irDesign.studyWindow",
-      "orig": {}
-    },
-    {
-      "path": "moduleSpecifications[4].settings.cmAnalysesSpecifications",
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-          "sdmAlpha": null,
-          "sdmThreshold": 0.1,
-          "easeThreshold": 0.25,
-          "mdrrThreshold": 10
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-        "sampleSize": null,
-        "randomSeed": null,
-        "generator": null,
-        "attr_class": "hyperparameterSettings"
-      }
-    },
+  "droppedDetail": [],
+  "modifiedDetail": [
     {
-      "path": "moduleSpecifications[6].settings.modelDesignList[0].executeSettings.runFeatureEngineering",
-      "orig": false
+      "path": "moduleSpecifications[2].settings.analysis.timeToEventSettings[0].targetIds[1]",
+      "orig": 2,
+      "rs": 1001
     },
-    {
-      "path": "moduleSpecifications[6].settings.skipDiagnostics",
-      "orig": false
-    }
-  ],
-  "modifiedDetail": [
     {
       "path": "moduleSpecifications[2].settings.analysis.timeToEventSettings[0].targetIds[2]",
       "orig": 1001,
-      "rs": 3
-    },
-    {
-      "path": "moduleSpecifications[2].settings.analysis.timeToEventSettings[0].targetIds[3]",
-      "orig": 2001,
-      "rs": 1001
+      "rs": 2001
     },
     {
       "path": "moduleSpecifications[2].settings.analysis.timeToEventSettings[0].outcomeIds",
@@ -31519,14 +29,14 @@
       ]
     },
     {
-      "path": "moduleSpecifications[2].settings.analysis.dechallengeRechallengeSettings[0].targetCohortDefinitionIds[2]",
-      "orig": 1001,
-      "rs": 3
+      "path": "moduleSpecifications[2].settings.analysis.dechallengeRechallengeSettings[0].targetCohortDefinitionIds[1]",
+      "orig": 2,
+      "rs": 1001
     },
     {
-      "path": "moduleSpecifications[2].settings.analysis.dechallengeRechallengeSettings[0].targetCohortDefinitionIds[3]",
-      "orig": 2001,
-      "rs": 1001
+      "path": "moduleSpecifications[2].settings.analysis.dechallengeRechallengeSettings[0].targetCohortDefinitionIds[2]",
+      "orig": 1001,
+      "rs": 2001
     },
     {
       "path": "moduleSpecifications[2].settings.analysis.dechallengeRechallengeSettings[0].outcomeCohortDefinitionIds",
@@ -31540,11 +50,6 @@
       "orig": "celecoxib - first time  gender 8507,8532",
       "rs": "celecoxib"
     },
-    {
-      "path": "moduleSpecifications[3].settings.irDesign.targetDefs[1].name",
-      "orig": "diclofenac - first time  gender 8507,8532",
-      "rs": "diclofenac"
-    },
     {
       "path": "moduleSpecifications[3].settings.irDesign.analysisList[0].outcomes",
       "orig": 1,
@@ -31580,30 +85,10 @@
       "path": "moduleSpecifications[1].settings.incremental",
       "rs": false
     },
-    {
-      "path": "moduleSpecifications[2].settings.analysis.timeToEventSettings[0].targetIds[4]",
-      "rs": 2001
-    },
-    {
-      "path": "moduleSpecifications[2].settings.analysis.dechallengeRechallengeSettings[0].targetCohortDefinitionIds[4]",
-      "rs": 2001
-    },
-    {
-      "path": "moduleSpecifications[3].settings.irDesign.targetDefs[2]",
-      "rs": {
-        "id": 3,
-        "name": "GI Bleed",
-        "cohortId": 3
-      }
-    },
     {
       "path": "moduleSpecifications[3].settings.irDesign.targetDefs[0].cohortId",
       "rs": 1001
     },
-    {
-      "path": "moduleSpecifications[3].settings.irDesign.targetDefs[1].cohortId",
-      "rs": 2001
-    },
     {
       "path": "moduleSpecifications[3].settings.irDesign.timeAtRiskDefs[0].label",
       "rs": "TAR 1"
@@ -31648,8 +133,13 @@
               "MeasurementLongTerm": true,
               "MeasurementShortTerm": true,
               "MeasurementRangeGroupLongTerm": true,
+              "MeasurementRangeGroupShortTerm": true,
+              "MeasurementValueAsConceptLongTerm": true,
+              "MeasurementValueAsConceptShortTerm": true,
               "ObservationLongTerm": true,
               "ObservationShortTerm": true,
+              "ObservationValueAsConceptLongTerm": true,
+              "ObservationValueAsConceptShortTerm": true,
               "CharlsonIndex": true,
               "Dcsi": true,
               "Chads2": true,
@@ -31686,6 +176,10 @@
             "priorOutcomeLookback": 99999,
             "minDaysAtRisk": 1,
             "maxDaysAtRisk": 99999,
+            "riskWindowStart": 0,
+            "startAnchor": "cohort start",
+            "riskWindowEnd": 0,
+            "endAnchor": "cohort end",
             "censorAtNewRiskWindow": false,
             "attr_fun": "createStudyPopulation"
           },
@@ -57133,242 +25627,6 @@
         "rareOutcomeMaxPrevalence": 0.1
       }
     },
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-      "rs": {
-        "targetId": 2,
-        "outcomeId": 3,
-        "restrictPlpDataSettings": {
-          "studyStartDate": "",
-          "studyEndDate": "",
-          "firstExposureOnly": false,
-          "washoutPeriod": 0,
-          "sampleSize": 1000000
-        },
-        "populationSettings": {
-          "binary": true,
-          "includeAllOutcomes": true,
-          "firstExposureOnly": false,
-          "washoutPeriod": 0,
-          "removeSubjectsWithPriorOutcome": true,
-          "priorOutcomeLookback": 99999,
-          "requireTimeAtRisk": false,
-          "minTimeAtRisk": 363,
-          "restrictTarToCohortEnd": false,
-          "riskWindowStart": 1,
-          "startAnchor": "cohort start",
-          "riskWindowEnd": 365,
-          "endAnchor": "cohort start"
-        },
-        "covariateSettings": {
-          "temporal": false,
-          "temporalSequence": false,
-          "DemographicsGender": true,
-          "DemographicsAgeGroup": true,
-          "ConditionGroupEraLongTerm": true,
-          "DrugGroupEraLongTerm": true,
-          "VisitConceptCountLongTerm": true,
-          "longTermStartDays": -365,
-          "mediumTermStartDays": -180,
-          "shortTermStartDays": -30,
-          "endDays": 0,
-          "includedCovariateConceptIds": [],
-          "addDescendantsToInclude": false,
-          "excludedCovariateConceptIds": [],
-          "addDescendantsToExclude": false,
-          "includedCovariateIds": [],
-          "attr_class": "covariateSettings",
-          "attr_fun": "getDbDefaultCovariateData"
-        },
-        "preprocessSettings": {
-          "minFraction": 0.001,
-          "normalize": true,
-          "removeRedundancy": true
-        },
-        "modelSettings": {
-          "fitFunction": "fitCyclopsModel",
-          "param": {
-            "priorParams": {
-              "priorType": "laplace",
-              "forceIntercept": false,
-              "variance": 0.01,
-              "exclude": 0
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-            "upperLimit": 20,
-            "lowerLimit": 0.01,
-            "priorCoefs": null,
-            "attr_settings": {
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-              "selectorType": "byPid",
-              "crossValidationInPrior": true,
-              "modelType": "logistic",
-              "addIntercept": true,
-              "useControl": true,
-              "seed": 1,
-              "name": "Lasso Logistic Regression",
-              "threads": -1,
-              "tolerance": 0.000002,
-              "cvRepetitions": 1,
-              "maxIterations": 3000
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-            "attr_modelType": "binary",
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-          "nfold": 3,
-          "seed": 1234,
-          "attr_fun": "randomSplitter"
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-        "sampleSettings": [
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-            "numberOutcomestoNonOutcomes": 1,
-            "sampleSeed": 1,
-            "attr_class": "sampleSettings",
-            "attr_fun": "sameData"
-          }
-        ],
-        "featureEngineeringSettings": [
-          {
-            "attr_class": "featureEngineeringSettings",
-            "attr_fun": "sameData"
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-        "executeSettings": {
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-          "runSampleData": false,
-          "runfeatureEngineering": false,
-          "runPreprocessData": true,
-          "runModelDevelopment": true,
-          "runCovariateSummary": true,
-          "runCalibration": true,
-          "calibrationBins": 10
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-      }
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-      "path": "moduleSpecifications[6].settings.modelDesignList[2]",
-      "rs": {
-        "targetId": 3,
-        "outcomeId": 3,
-        "restrictPlpDataSettings": {
-          "studyStartDate": "",
-          "studyEndDate": "",
-          "firstExposureOnly": false,
-          "washoutPeriod": 0,
-          "sampleSize": 1000000
-        },
-        "populationSettings": {
-          "binary": true,
-          "includeAllOutcomes": true,
-          "firstExposureOnly": false,
-          "washoutPeriod": 0,
-          "removeSubjectsWithPriorOutcome": true,
-          "priorOutcomeLookback": 99999,
-          "requireTimeAtRisk": false,
-          "minTimeAtRisk": 363,
-          "restrictTarToCohortEnd": false,
-          "riskWindowStart": 1,
-          "startAnchor": "cohort start",
-          "riskWindowEnd": 365,
-          "endAnchor": "cohort start"
-        },
-        "covariateSettings": {
-          "temporal": false,
-          "temporalSequence": false,
-          "DemographicsGender": true,
-          "DemographicsAgeGroup": true,
-          "ConditionGroupEraLongTerm": true,
-          "DrugGroupEraLongTerm": true,
-          "VisitConceptCountLongTerm": true,
-          "longTermStartDays": -365,
-          "mediumTermStartDays": -180,
-          "shortTermStartDays": -30,
-          "endDays": 0,
-          "includedCovariateConceptIds": [],
-          "addDescendantsToInclude": false,
-          "excludedCovariateConceptIds": [],
-          "addDescendantsToExclude": false,
-          "includedCovariateIds": [],
-          "attr_class": "covariateSettings",
-          "attr_fun": "getDbDefaultCovariateData"
-        },
-        "preprocessSettings": {
-          "minFraction": 0.001,
-          "normalize": true,
-          "removeRedundancy": true
-        },
-        "modelSettings": {
-          "fitFunction": "fitCyclopsModel",
-          "param": {
-            "priorParams": {
-              "priorType": "laplace",
-              "forceIntercept": false,
-              "variance": 0.01,
-              "exclude": 0
-            },
-            "includeCovariateIds": null,
-            "upperLimit": 20,
-            "lowerLimit": 0.01,
-            "priorCoefs": null,
-            "attr_settings": {
-              "priorfunction": "Cyclops::createPrior",
-              "selectorType": "byPid",
-              "crossValidationInPrior": true,
-              "modelType": "logistic",
-              "addIntercept": true,
-              "useControl": true,
-              "seed": 1,
-              "name": "Lasso Logistic Regression",
-              "threads": -1,
-              "tolerance": 0.000002,
-              "cvRepetitions": 1,
-              "maxIterations": 3000
-            },
-            "attr_modelType": "binary",
-            "attr_saveType": "RtoJson"
-          },
-          "attr_class": "modelSettings"
-        },
-        "splitSettings": {
-          "type": "subject",
-          "test": 0.25,
-          "train": 0.75,
-          "nfold": 3,
-          "seed": 1234,
-          "attr_fun": "randomSplitter"
-        },
-        "sampleSettings": [
-          {
-            "numberOutcomestoNonOutcomes": 1,
-            "sampleSeed": 1,
-            "attr_class": "sampleSettings",
-            "attr_fun": "sameData"
-          }
-        ],
-        "featureEngineeringSettings": [
-          {
-            "attr_class": "featureEngineeringSettings",
-            "attr_fun": "sameData"
-          }
-        ],
-        "executeSettings": {
-          "runSplitData": true,
-          "runSampleData": false,
-          "runfeatureEngineering": false,
-          "runPreprocessData": true,
-          "runModelDevelopment": true,
-          "runCovariateSummary": true,
-          "runCalibration": true,
-          "calibrationBins": 10
-        }
-      }
-    },
     {
       "path": "moduleSpecifications[6].settings.modelDesignList[0].modelSettings.param.attr_settings",
       "rs": {
@@ -57398,10 +25656,6 @@
       "path": "moduleSpecifications[6].settings.modelDesignList[0].splitSettings.type",
       "rs": "subject"
     },
-    {
-      "path": "moduleSpecifications[6].settings.modelDesignList[0].executeSettings.runfeatureEngineering",
-      "rs": false
-    },
     {
       "path": "moduleSpecifications[6].settings.modelDesignList[0].executeSettings.runCalibration",
       "rs": true
diff --git a/plugins/strategus/tests/__diff_reports__/testing-nc-legend.json.diff.json b/plugins/strategus/tests/__diff_reports__/testing-nc-legend.json.diff.json
index f1b82d7..74f67b5 100644
--- a/plugins/strategus/tests/__diff_reports__/testing-nc-legend.json.diff.json
+++ b/plugins/strategus/tests/__diff_reports__/testing-nc-legend.json.diff.json
@@ -2,307 +2,19 @@
   "summary": {
     "fixture": "testing-nc-legend.json",
     "numModules": 5,
-    "preservedCount": 1440,
-    "modifiedCount": 91,
-    "droppedCount": 26,
-    "addedCount": 111,
-    "preservationRate": 0.9248554913294798,
-    "topGaps": [
-      "moduleSpecifications[1].version",
-      "moduleSpecifications[1].remoteRepo",
-      "moduleSpecifications[1].remoteUsername",
-      "moduleSpecifications[2].version",
-      "moduleSpecifications[2].remoteRepo",
-      "moduleSpecifications[2].remoteUsername",
-      "moduleSpecifications[2].settings.timeToEventSettings",
-      "moduleSpecifications[2].settings.dechallengeRechallengeSettings",
-      "moduleSpecifications[2].settings.aggregateCovariateSettings",
-      "moduleSpecifications[3].version",
-      "moduleSpecifications[3].remoteRepo",
-      "moduleSpecifications[3].remoteUsername",
-      "moduleSpecifications[4].version",
-      "moduleSpecifications[4].remoteRepo",
-      "moduleSpecifications[4].remoteUsername",
-      "moduleSpecifications[4].settings.cmAnalysisList[0].createStudyPopArgs.riskWindowStart",
-      "moduleSpecifications[4].settings.cmAnalysisList[0].createStudyPopArgs.startAnchor",
-      "moduleSpecifications[4].settings.cmAnalysisList[0].createStudyPopArgs.riskWindowEnd",
-      "moduleSpecifications[4].settings.cmAnalysisList[0].createStudyPopArgs.endAnchor",
-      "moduleSpecifications[4].settings.cmAnalysisList[0].computeCovariateBalanceArgs.covariateFilter.label"
-    ]
+    "preservedCount": 1566,
+    "modifiedCount": 88,
+    "droppedCount": 0,
+    "addedCount": 112,
+    "preservationRate": 0.9467956469165659,
+    "topGaps": []
   },
-  "droppedDetail": [
-    {
-      "path": "moduleSpecifications[1].version",
-      "orig": "0.0.7"
-    },
-    {
-      "path": "moduleSpecifications[1].remoteRepo",
-      "orig": "github.com"
-    },
-    {
-      "path": "moduleSpecifications[1].remoteUsername",
-      "orig": "ohdsi"
-    },
-    {
-      "path": "moduleSpecifications[2].version",
-      "orig": "0.3.2"
-    },
-    {
-      "path": "moduleSpecifications[2].remoteRepo",
-      "orig": "github.com"
-    },
-    {
-      "path": "moduleSpecifications[2].remoteUsername",
-      "orig": "ohdsi"
-    },
-    {
-      "path": "moduleSpecifications[2].settings.timeToEventSettings",
-      "orig": [
-        {
-          "targetIds": [
-            12676,
-            12672,
-            12676001,
-            12672001
-          ],
-          "outcomeIds": [
-            12677,
-            12678,
-            12679
-          ],
-          "attr_class": "timeToEventSettings"
-        }
-      ]
-    },
-    {
-      "path": "moduleSpecifications[2].settings.dechallengeRechallengeSettings",
-      "orig": [
-        {
-          "targetCohortDefinitionIds": [
-            12676,
-            12672,
-            12676001,
-            12672001
-          ],
-          "outcomeCohortDefinitionIds": [
-            12677,
-            12678,
-            12679
-          ],
-          "dechallengeStopInterval": 30,
-          "dechallengeEvaluationWindow": 30,
-          "attr_class": "dechallengeRechallengeSettings"
-        }
-      ]
-    },
-    {
-      "path": "moduleSpecifications[2].settings.aggregateCovariateSettings",
-      "orig": [
-        {
-          "targetIds": [
-            12676,
-            12672,
-            12676001,
-            12672001
-          ],
-          "outcomeIds": [
-            12677,
-            12678,
-            12679
-          ],
-          "minPriorObservation": 365,
-          "riskWindowStart": 1,
-          "startAnchor": "cohort start",
-          "riskWindowEnd": 0,
-          "endAnchor": "cohort end",
-          "covariateSettings": {
-            "temporal": false,
-            "temporalSequence": false,
-            "DemographicsGender": true,
-            "DemographicsAgeGroup": true,
-            "DemographicsRace": true,
-            "DemographicsEthnicity": true,
-            "DemographicsIndexYear": true,
-            "DemographicsIndexMonth": true,
-            "ConditionGroupEraLongTerm": true,
-            "ConditionGroupEraShortTerm": true,
-            "DrugGroupEraLongTerm": true,
-            "DrugGroupEraShortTerm": true,
-            "DrugGroupEraOverlapping": true,
-            "ProcedureOccurrenceLongTerm": true,
-            "ProcedureOccurrenceShortTerm": true,
-            "DeviceExposureLongTerm": true,
-            "DeviceExposureShortTerm": true,
-            "MeasurementLongTerm": true,
-            "MeasurementShortTerm": true,
-            "MeasurementRangeGroupLongTerm": true,
-            "ObservationLongTerm": true,
-            "ObservationShortTerm": true,
-            "CharlsonIndex": true,
-            "Dcsi": true,
-            "Chads2": true,
-            "Chads2Vasc": true,
-            "includedCovariateConceptIds": [],
-            "includedCovariateIds": [],
-            "addDescendantsToInclude": false,
-            "excludedCovariateConceptIds": [],
-            "addDescendantsToExclude": false,
-            "shortTermStartDays": -30,
-            "mediumTermStartDays": -180,
-            "endDays": 0,
-            "longTermStartDays": -365,
-            "attr_class": "covariateSettings",
-            "attr_fun": "getDbDefaultCovariateData"
-          },
-          "attr_class": "aggregateCovariateSettings"
-        }
-      ]
-    },
-    {
-      "path": "moduleSpecifications[3].version",
-      "orig": "0.0.6"
-    },
-    {
-      "path": "moduleSpecifications[3].remoteRepo",
-      "orig": "github.com"
-    },
-    {
-      "path": "moduleSpecifications[3].remoteUsername",
-      "orig": "ohdsi"
-    },
-    {
-      "path": "moduleSpecifications[4].version",
-      "orig": "0.1.0"
-    },
-    {
-      "path": "moduleSpecifications[4].remoteRepo",
-      "orig": "github.com"
-    },
-    {
-      "path": "moduleSpecifications[4].remoteUsername",
-      "orig": "ohdsi"
-    },
-    {
-      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].createStudyPopArgs.riskWindowStart",
-      "orig": 1
-    },
-    {
-      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].createStudyPopArgs.startAnchor",
-      "orig": "cohort start"
-    },
-    {
-      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].createStudyPopArgs.riskWindowEnd",
-      "orig": 0
-    },
-    {
-      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].createStudyPopArgs.endAnchor",
-      "orig": "cohort end"
-    },
-    {
-      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].computeCovariateBalanceArgs.covariateFilter.label",
-      "orig": [
-        "Age group",
-        "Gender: female",
-        "Race",
-        "Ethnicity",
-        "Medical history: General",
-        "Medical history: Cardiovascular disease",
-        "Medical history: Neoplasms",
-        "Medication use",
-        "Charlson comorbidity index",
-        "CHADS2Vasc",
-        "DCSI"
-      ]
-    },
-    {
-      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].computeCovariateBalanceArgs.covariateFilter.analysisId",
-      "orig": [
-        3,
-        1,
-        4,
-        5,
-        210,
-        210,
-        210,
-        410,
-        901,
-        904,
-        902
-      ]
-    },
-    {
-      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].computeCovariateBalanceArgs.covariateFilter.covariateIds",
-      "orig": [
-        null,
-        "8532001",
-        null,
-        null,
-        "4006969210,438409210,4212540210,255573210,201606210,4182210210,440383210,201820210,318800210,192671210,439727210,432867210,316866210,4104000210,433736210,80180210,255848210,140168210,4030518210,80809210,435783210,4279309210,81893210,81902210,197494210,4134440210",
-        "313217210,381591210,317576210,321588210,316139210,4185932210,321052210,440417210,444247210",
-        "4044013210,432571210,40481902210,443392210,4112853210,4180790210,443388210,197508210,200962210",
-        "21601782410,21602796410,21604686410,21604389410,21603932410,21601387410,21602028410,21600960410,21601664410,21601744410,21601461410,21600046410,21603248410,21600712410,21603890410,21601853410,21604254410,21604489410,21604752410",
-        "1901",
-        "1904",
-        "1902"
-      ]
-    },
-    {
-      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].computeCovariateBalanceArgs.covariateFilter.attr_row.names",
-      "orig": [
-        1,
-        2,
-        3,
-        4,
-        5,
-        6,
-        7,
-        8,
-        9,
-        10,
-        11
-      ]
-    },
-    {
-      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].computeCovariateBalanceArgs.covariateFilter.attr_spec",
-      "orig": {
-        "cols": {
-          "label": [],
-          "analysisId": [],
-          "covariateIds": []
-        },
-        "default": [],
-        "delim": ","
-      }
-    },
-    {
-      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].computeCovariateBalanceArgs.covariateFilter.attr_problems",
-      "orig": {}
-    },
-    {
-      "path": "moduleSpecifications[4].settings.cmDiagnosticThresholds.attritionFractionThreshold",
-      "orig": 1
-    }
-  ],
+  "droppedDetail": [],
   "modifiedDetail": [
-    {
-      "path": "moduleSpecifications[3].settings.irDesign.targetDefs[0].id",
-      "orig": 12676001,
-      "rs": 12677
-    },
     {
       "path": "moduleSpecifications[3].settings.irDesign.targetDefs[0].name",
       "orig": "[EPI_555] New-Users of a First-Line Thiazide or Thiazide-like Diuretics (THZ) -  first ever occurence with at least 365 days prior observation and 1 days follow up observation, males, females",
-      "rs": "[EPI_555] Acute myocardial infarction"
-    },
-    {
-      "path": "moduleSpecifications[3].settings.irDesign.targetDefs[1].id",
-      "orig": 12672001,
-      "rs": 12678
-    },
-    {
-      "path": "moduleSpecifications[3].settings.irDesign.targetDefs[1].name",
-      "orig": "[EPI_555] New-Users of a First-Line Angiotensin Converting Enzyme Inhibitors (ACEi) -  first ever occurence with at least 365 days prior observation and 1 days follow up observation, males, females",
-      "rs": "[EPI_555] Hospitalization with heart failure"
+      "rs": "[EPI_555] New-Users of a First-Line Thiazide or Thiazide-like Diuretics (THZ)"
     },
     {
       "path": "moduleSpecifications[3].settings.irDesign.analysisList[0].tars",
@@ -535,6 +247,21 @@
       "path": "moduleSpecifications[4].settings.targetComparatorOutcomesList[0].outcomes[41].outcomeId",
       "orig": 1039,
       "rs": "1039"
+    },
+    {
+      "path": "moduleSpecifications[4].settings.targetComparatorOutcomesList[0].outcomes[42].outcomeId",
+      "orig": 1040,
+      "rs": "1040"
+    },
+    {
+      "path": "moduleSpecifications[4].settings.targetComparatorOutcomesList[0].outcomes[43].outcomeId",
+      "orig": 1041,
+      "rs": "1041"
+    },
+    {
+      "path": "moduleSpecifications[4].settings.targetComparatorOutcomesList[0].outcomes[44].outcomeId",
+      "orig": 1042,
+      "rs": "1042"
     }
   ],
   "addedDetail": [
@@ -548,11 +275,7 @@
         "aggregateCovariateSettings": [
           {
             "targetIds": [
-              12677,
-              12678,
-              12679,
               12676,
-              12672,
               12676001,
               12672001
             ],
@@ -611,11 +334,7 @@
           },
           {
             "targetIds": [
-              12677,
-              12678,
-              12679,
               12676,
-              12672,
               12676001,
               12672001
             ],
@@ -678,11 +397,7 @@
           },
           {
             "targetIds": [
-              12677,
-              12678,
-              12679,
               12676,
-              12672,
               12676001,
               12672001
             ],
@@ -747,11 +462,7 @@
         "timeToEventSettings": [
           {
             "targetIds": [
-              12677,
-              12678,
-              12679,
               12676,
-              12672,
               12676001,
               12672001
             ],
@@ -769,11 +480,7 @@
         "dechallengeRechallengeSettings": [
           {
             "targetCohortDefinitionIds": [
-              12677,
-              12678,
-              12679,
               12676,
-              12672,
               12676001,
               12672001
             ],
@@ -812,37 +519,9 @@
       "path": "moduleSpecifications[2].settings.outputTable",
       "rs": "characterization_cohorts"
     },
-    {
-      "path": "moduleSpecifications[3].settings.irDesign.targetDefs[2]",
-      "rs": {
-        "id": 12679,
-        "name": "[EPI_555] Stroke",
-        "cohortId": 12679
-      }
-    },
-    {
-      "path": "moduleSpecifications[3].settings.irDesign.targetDefs[3]",
-      "rs": {
-        "id": 12676001,
-        "name": "[EPI_555] New-Users of a First-Line Thiazide or Thiazide-like Diuretics (THZ)",
-        "cohortId": 12676001
-      }
-    },
-    {
-      "path": "moduleSpecifications[3].settings.irDesign.targetDefs[4]",
-      "rs": {
-        "id": 12672001,
-        "name": "[EPI_555] New-Users of a First-Line Angiotensin Converting Enzyme Inhibitors (ACEi)",
-        "cohortId": 12672001
-      }
-    },
     {
       "path": "moduleSpecifications[3].settings.irDesign.targetDefs[0].cohortId",
-      "rs": 12677
-    },
-    {
-      "path": "moduleSpecifications[3].settings.irDesign.targetDefs[1].cohortId",
-      "rs": 12678
+      "rs": 12676001
     },
     {
       "path": "moduleSpecifications[3].settings.irDesign.timeAtRiskDefs[0].label",
@@ -868,6 +547,26 @@
       "path": "moduleSpecifications[4].settings.cmAnalysisList[0].getDbCohortMethodDataArgs.covariateSettings.DemographicsIndexYearMonth",
       "rs": true
     },
+    {
+      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].getDbCohortMethodDataArgs.covariateSettings.MeasurementRangeGroupShortTerm",
+      "rs": true
+    },
+    {
+      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].getDbCohortMethodDataArgs.covariateSettings.MeasurementValueAsConceptLongTerm",
+      "rs": true
+    },
+    {
+      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].getDbCohortMethodDataArgs.covariateSettings.MeasurementValueAsConceptShortTerm",
+      "rs": true
+    },
+    {
+      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].getDbCohortMethodDataArgs.covariateSettings.ObservationValueAsConceptLongTerm",
+      "rs": true
+    },
+    {
+      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].getDbCohortMethodDataArgs.covariateSettings.ObservationValueAsConceptShortTerm",
+      "rs": true
+    },
     {
       "path": "moduleSpecifications[4].settings.cmAnalysisList[0].getDbCohortMethodDataArgs.covariateSettings.VisitCountLongTerm",
       "rs": true
@@ -884,15 +583,6 @@
       "path": "moduleSpecifications[4].settings.cmAnalysisList[0].getDbCohortMethodDataArgs.covariateSettings.VisitConceptCountShortTerm",
       "rs": true
     },
-    {
-      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].createStudyPopulationArgs",
-      "rs": {
-        "riskWindowStart": 1,
-        "startAnchor": "cohort start",
-        "riskWindowEnd": 0,
-        "endAnchor": "cohort end"
-      }
-    },
     {
       "path": "moduleSpecifications[4].settings.cmAnalysisList[0].createStudyPopArgs.attr_fun",
       "rs": "createStudyPopulation"
@@ -905,6 +595,23 @@
       "path": "moduleSpecifications[4].settings.cmAnalysisList[0].createPsArgs.control.syncCV",
       "rs": false
     },
+    {
+      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].fitOutcomeModelArgs.control.doItAll",
+      "rs": true
+    },
+    {
+      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].fitOutcomeModelArgs.control.syncCV",
+      "rs": false
+    },
+    {
+      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].createStudyPopulationArgs",
+      "rs": {
+        "riskWindowStart": 1,
+        "startAnchor": "cohort start",
+        "riskWindowEnd": 0,
+        "endAnchor": "cohort end"
+      }
+    },
     {
       "path": "moduleSpecifications[4].settings.cmAnalysisList[0].stratifyByPsArgs",
       "rs": null
@@ -917,14 +624,6 @@
       "path": "moduleSpecifications[4].settings.cmAnalysisList[0].trimByPsArgs",
       "rs": null
     },
-    {
-      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].fitOutcomeModelArgs.control.doItAll",
-      "rs": true
-    },
-    {
-      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].fitOutcomeModelArgs.control.syncCV",
-      "rs": false
-    },
     {
       "path": "moduleSpecifications[4].settings.targetComparatorOutcomesList[0].outcomes[3].priorOutcomeLookback",
       "rs": null
@@ -996,10 +695,6 @@
     {
       "path": "moduleSpecifications[4].settings.targetComparatorOutcomesList[0].outcomes[20].priorOutcomeLookback",
       "rs": null
-    },
-    {
-      "path": "moduleSpecifications[4].settings.targetComparatorOutcomesList[0].outcomes[21].priorOutcomeLookback",
-      "rs": null
     }
   ]
 }
\ No newline at end of file
diff --git a/plugins/strategus/tests/__diff_reports__/tutorial-demo-2024.json.diff.json b/plugins/strategus/tests/__diff_reports__/tutorial-demo-2024.json.diff.json
index c195f88..860c79b 100644
--- a/plugins/strategus/tests/__diff_reports__/tutorial-demo-2024.json.diff.json
+++ b/plugins/strategus/tests/__diff_reports__/tutorial-demo-2024.json.diff.json
@@ -2,203 +2,14 @@
   "summary": {
     "fixture": "tutorial-demo-2024.json",
     "numModules": 6,
-    "preservedCount": 812,
-    "modifiedCount": 189,
-    "droppedCount": 27,
-    "addedCount": 61,
-    "preservationRate": 0.7898832684824902,
-    "topGaps": [
-      "moduleSpecifications[2].settings.generateStats",
-      "moduleSpecifications[3].settings.irDesign.targetDefs[4]",
-      "moduleSpecifications[4].settings.cmAnalysisList[0].getDbCohortMethodDataArgs.covariateSettings.MeasurementRangeGroupShortTerm",
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-      "moduleSpecifications[4].settings.cmAnalysisList[1].createStudyPopArgs.riskWindowEnd",
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+    "modifiedCount": 184,
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+    "addedCount": 60,
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-        "Ethnicity",
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-      "path": "moduleSpecifications[5].settings.modelDesignList[0].covariateSettings.DemographicsAge",
-      "orig": true
-    },
-    {
-      "path": "moduleSpecifications[5].settings.modelDesignList[1].covariateSettings.DemographicsAge",
-      "orig": true
-    }
-  ],
+  "droppedDetail": [],
   "modifiedDetail": [
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       "path": "moduleSpecifications[2].module",
@@ -208,41 +19,21 @@
     {
       "path": "moduleSpecifications[3].settings.irDesign.targetDefs[0].id",
       "orig": 18716,
-      "rs": 18713
+      "rs": 18716001
     },
     {
       "path": "moduleSpecifications[3].settings.irDesign.targetDefs[0].name",
       "orig": "Lisinopril",
-      "rs": "[OHDSI Demo 2024] cardiac arrythmias"
+      "rs": "[OHDSI Demo 2024] Lisinopril"
     },
     {
       "path": "moduleSpecifications[3].settings.irDesign.targetDefs[1].id",
       "orig": 18715,
-      "rs": 18716001
+      "rs": 14704
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     {
       "path": "moduleSpecifications[3].settings.irDesign.targetDefs[1].name",
       "orig": "Hydrochlorothiazide",
-      "rs": "[OHDSI Demo 2024] Lisinopril"
-    },
-    {
-      "path": "moduleSpecifications[3].settings.irDesign.targetDefs[2].id",
-      "orig": 18716001,
-      "rs": 18715001
-    },
-    {
-      "path": "moduleSpecifications[3].settings.irDesign.targetDefs[2].name",
-      "orig": "Lisinopril with hypertension",
-      "rs": "[OHDSI Demo 2024] hydrochlorothiazide"
-    },
-    {
-      "path": "moduleSpecifications[3].settings.irDesign.targetDefs[3].id",
-      "orig": 18715001,
-      "rs": 14704
-    },
-    {
-      "path": "moduleSpecifications[3].settings.irDesign.targetDefs[3].name",
-      "orig": "Hydrochlorothiazide with hypertension",
       "rs": "[PL] Earliest event of Essential Hypertension"
     },
     {
@@ -451,6 +242,26 @@
       "path": "moduleSpecifications[4].settings.targetComparatorOutcomesList[0].outcomes[10].outcomeId",
       "orig": 1011,
       "rs": "1010"
+    },
+    {
+      "path": "moduleSpecifications[4].settings.targetComparatorOutcomesList[0].outcomes[10].priorOutcomeLookback",
+      "orig": 30,
+      "rs": null
+    },
+    {
+      "path": "moduleSpecifications[4].settings.targetComparatorOutcomesList[0].outcomes[11].outcomeId",
+      "orig": 1012,
+      "rs": "1011"
+    },
+    {
+      "path": "moduleSpecifications[4].settings.targetComparatorOutcomesList[0].outcomes[11].priorOutcomeLookback",
+      "orig": 30,
+      "rs": null
+    },
+    {
+      "path": "moduleSpecifications[4].settings.targetComparatorOutcomesList[0].outcomes[12].outcomeId",
+      "orig": 1013,
+      "rs": "1012"
     }
   ],
   "addedDetail": [
@@ -473,9 +284,7 @@
         "timeToEventSettings": [
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             "targetIds": [
-              18713,
               18716,
-              18715,
               14704,
               18716001,
               18715001
@@ -492,9 +301,7 @@
         "dechallengeRechallengeSettings": [
           {
             "targetCohortDefinitionIds": [
-              18713,
               18716,
-              18715,
               14704,
               18716001,
               18715001
@@ -509,7 +316,166 @@
               "AnalysisSettings"
             ]
           }
-        ]
+        ],
+        "aggregateCovariateSettings": [
+          {
+            "targetIds": [
+              18716,
+              18715,
+              14704
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+            "minPriorObservation": 365,
+            "outcomeIds": 18713,
+            "outcomeWashoutDays": 365,
+            "riskWindowStart": 1,
+            "startAnchor": "cohort start",
+            "riskWindowEnd": 0,
+            "endAnchor": "cohort end",
+            "covariateSettings": [
+              {
+                "temporal": false,
+                "temporalSequence": false,
+                "DemographicsGender": true,
+                "DemographicsAge": true,
+                "DemographicsAgeGroup": true,
+                "DemographicsRace": true,
+                "DemographicsEthnicity": true,
+                "DemographicsIndexYear": true,
+                "DemographicsIndexMonth": true,
+                "DemographicsPriorObservationTime": true,
+                "DemographicsPostObservationTime": true,
+                "DemographicsTimeInCohort": true,
+                "ConditionGroupEraLongTerm": true,
+                "ConditionGroupEraShortTerm": true,
+                "DrugGroupEraLongTerm": true,
+                "DrugGroupEraShortTerm": true,
+                "DrugGroupEraOverlapping": true,
+                "ProcedureOccurrenceLongTerm": true,
+                "ProcedureOccurrenceShortTerm": true,
+                "DeviceExposureLongTerm": true,
+                "DeviceExposureShortTerm": true,
+                "MeasurementLongTerm": true,
+                "MeasurementShortTerm": true,
+                "ObservationLongTerm": true,
+                "ObservationShortTerm": true,
+                "VisitConceptCountLongTerm": true,
+                "VisitConceptCountShortTerm": true,
+                "longTermStartDays": -365,
+                "mediumTermStartDays": -180,
+                "shortTermStartDays": -30,
+                "endDays": 0,
+                "includedCovariateConceptIds": [],
+                "addDescendantsToInclude": false,
+                "excludedCovariateConceptIds": [],
+                "addDescendantsToExclude": false,
+                "includedCovariateIds": [],
+                "attr_class": "covariateSettings",
+                "attr_fun": "getDbDefaultCovariateData"
+              }
+            ],
+            "caseCovariateSettings": {
+              "temporal": false,
+              "temporalSequence": false,
+              "ConditionGroupEraDuring": true,
+              "DrugGroupEraDuring": true,
+              "ProcedureOccurrenceDuring": true,
+              "DeviceExposureDuring": true,
+              "MeasurementDuring": true,
+              "ObservationDuring": true,
+              "VisitConceptCountDuring": true,
+              "includedCovariateConceptIds": [],
+              "addDescendantsToInclude": false,
+              "excludedCovariateConceptIds": [],
+              "addDescendantsToExclude": false,
+              "includedCovariateIds": [],
+              "attr_class": "covariateSettings",
+              "attr_fun": "Characterization::getDbDuringCovariateData"
+            },
+            "casePreTargetDuration": 365,
+            "casePostOutcomeDuration": 365,
+            "extractNonCaseCovariates": true,
+            "attr_class": "aggregateCovariateSettings"
+          },
+          {
+            "targetIds": [
+              18716,
+              18715,
+              14704
+            ],
+            "minPriorObservation": 365,
+            "outcomeIds": 18713,
+            "outcomeWashoutDays": 365,
+            "riskWindowStart": 1,
+            "startAnchor": "cohort start",
+            "riskWindowEnd": 365,
+            "endAnchor": "cohort end",
+            "covariateSettings": [
+              {
+                "temporal": false,
+                "temporalSequence": false,
+                "DemographicsGender": true,
+                "DemographicsAge": true,
+                "DemographicsAgeGroup": true,
+                "DemographicsRace": true,
+                "DemographicsEthnicity": true,
+                "DemographicsIndexYear": true,
+                "DemographicsIndexMonth": true,
+                "DemographicsPriorObservationTime": true,
+                "DemographicsPostObservationTime": true,
+                "DemographicsTimeInCohort": true,
+                "ConditionGroupEraLongTerm": true,
+                "ConditionGroupEraShortTerm": true,
+                "DrugGroupEraLongTerm": true,
+                "DrugGroupEraShortTerm": true,
+                "DrugGroupEraOverlapping": true,
+                "ProcedureOccurrenceLongTerm": true,
+                "ProcedureOccurrenceShortTerm": true,
+                "DeviceExposureLongTerm": true,
+                "DeviceExposureShortTerm": true,
+                "MeasurementLongTerm": true,
+                "MeasurementShortTerm": true,
+                "ObservationLongTerm": true,
+                "ObservationShortTerm": true,
+                "VisitConceptCountLongTerm": true,
+                "VisitConceptCountShortTerm": true,
+                "longTermStartDays": -365,
+                "mediumTermStartDays": -180,
+                "shortTermStartDays": -30,
+                "endDays": 0,
+                "includedCovariateConceptIds": [],
+                "addDescendantsToInclude": false,
+                "excludedCovariateConceptIds": [],
+                "addDescendantsToExclude": false,
+                "includedCovariateIds": [],
+                "attr_class": "covariateSettings",
+                "attr_fun": "getDbDefaultCovariateData"
+              }
+            ],
+            "caseCovariateSettings": {
+              "temporal": false,
+              "temporalSequence": false,
+              "ConditionGroupEraDuring": true,
+              "DrugGroupEraDuring": true,
+              "ProcedureOccurrenceDuring": true,
+              "DeviceExposureDuring": true,
+              "MeasurementDuring": true,
+              "ObservationDuring": true,
+              "VisitConceptCountDuring": true,
+              "includedCovariateConceptIds": [],
+              "addDescendantsToInclude": false,
+              "excludedCovariateConceptIds": [],
+              "addDescendantsToExclude": false,
+              "includedCovariateIds": [],
+              "attr_class": "covariateSettings",
+              "attr_fun": "Characterization::getDbDuringCovariateData"
+            },
+            "casePreTargetDuration": 365,
+            "casePostOutcomeDuration": 365,
+            "extractNonCaseCovariates": true,
+            "attr_class": "aggregateCovariateSettings"
+          }
+        ],
+        "attr_class": "characterizationSettings"
       }
     },
     {
@@ -534,18 +500,10 @@
     },
     {
       "path": "moduleSpecifications[3].settings.irDesign.targetDefs[0].cohortId",
-      "rs": 18713
-    },
-    {
-      "path": "moduleSpecifications[3].settings.irDesign.targetDefs[1].cohortId",
       "rs": 18716001
     },
     {
-      "path": "moduleSpecifications[3].settings.irDesign.targetDefs[2].cohortId",
-      "rs": 18715001
-    },
-    {
-      "path": "moduleSpecifications[3].settings.irDesign.targetDefs[3].cohortId",
+      "path": "moduleSpecifications[3].settings.irDesign.targetDefs[1].cohortId",
       "rs": 14704
     },
     {
@@ -609,6 +567,10 @@
       "path": "moduleSpecifications[4].settings.cmAnalysisList[0].getDbCohortMethodDataArgs.covariateSettings.VisitConceptCountShortTerm",
       "rs": true
     },
+    {
+      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].createStudyPopArgs.attr_fun",
+      "rs": "createStudyPopulation"
+    },
     {
       "path": "moduleSpecifications[4].settings.cmAnalysisList[0].createStudyPopulationArgs",
       "rs": {
@@ -618,10 +580,6 @@
         "endAnchor": "cohort end"
       }
     },
-    {
-      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].createStudyPopArgs.attr_fun",
-      "rs": "createStudyPopulation"
-    },
     {
       "path": "moduleSpecifications[4].settings.cmAnalysisList[0].createPsArgs",
       "rs": {
@@ -732,6 +690,10 @@
       "path": "moduleSpecifications[4].settings.cmAnalysisList[1].getDbCohortMethodDataArgs.covariateSettings.VisitConceptCountShortTerm",
       "rs": true
     },
+    {
+      "path": "moduleSpecifications[4].settings.cmAnalysisList[1].createStudyPopArgs.attr_fun",
+      "rs": "createStudyPopulation"
+    },
     {
       "path": "moduleSpecifications[4].settings.cmAnalysisList[1].createStudyPopulationArgs",
       "rs": {
@@ -741,10 +703,6 @@
         "endAnchor": "cohort end"
       }
     },
-    {
-      "path": "moduleSpecifications[4].settings.cmAnalysisList[1].createStudyPopArgs.attr_fun",
-      "rs": "createStudyPopulation"
-    },
     {
       "path": "moduleSpecifications[4].settings.cmAnalysisList[1].stratifyByPsArgs",
       "rs": null
@@ -766,122 +724,16 @@
       "rs": null
     },
     {
-      "path": "moduleSpecifications[5].settings.modelDesignList[2]",
-      "rs": {
-        "targetId": 18715,
-        "outcomeId": 18713,
-        "restrictPlpDataSettings": {
-          "studyStartDate": "",
-          "studyEndDate": "",
-          "firstExposureOnly": false,
-          "washoutPeriod": 0,
-          "sampleSize": 1000000
-        },
-        "populationSettings": {
-          "binary": true,
-          "includeAllOutcomes": true,
-          "firstExposureOnly": false,
-          "washoutPeriod": 0,
-          "removeSubjectsWithPriorOutcome": true,
-          "priorOutcomeLookback": 99999,
-          "requireTimeAtRisk": true,
-          "minTimeAtRisk": 363,
-          "restrictTarToCohortEnd": false,
-          "riskWindowStart": 1,
-          "startAnchor": "cohort start",
-          "riskWindowEnd": 365,
-          "endAnchor": "cohort start"
-        },
-        "covariateSettings": {
-          "temporal": false,
-          "temporalSequence": false,
-          "DemographicsGender": true,
-          "DemographicsAgeGroup": true,
-          "ConditionGroupEraLongTerm": true,
-          "DrugGroupEraLongTerm": true,
-          "VisitConceptCountLongTerm": true,
-          "longTermStartDays": -365,
-          "mediumTermStartDays": -180,
-          "shortTermStartDays": -30,
-          "endDays": 0,
-          "includedCovariateConceptIds": [],
-          "addDescendantsToInclude": false,
-          "excludedCovariateConceptIds": [],
-          "addDescendantsToExclude": false,
-          "includedCovariateIds": [],
-          "attr_class": "covariateSettings",
-          "attr_fun": "getDbDefaultCovariateData"
-        },
-        "preprocessSettings": {
-          "minFraction": 0.001,
-          "normalize": true,
-          "removeRedundancy": true
-        },
-        "modelSettings": {
-          "fitFunction": "fitCyclopsModel",
-          "param": {
-            "priorParams": {
-              "priorType": "laplace",
-              "forceIntercept": false,
-              "variance": 0.01,
-              "exclude": 0
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-            "includeCovariateIds": null,
-            "upperLimit": 20,
-            "lowerLimit": 0.01,
-            "priorCoefs": null,
-            "attr_settings": {
-              "priorfunction": "Cyclops::createPrior",
-              "selectorType": "byPid",
-              "crossValidationInPrior": true,
-              "modelType": "logistic",
-              "addIntercept": true,
-              "useControl": true,
-              "seed": 1,
-              "name": "Lasso Logistic Regression",
-              "threads": -1,
-              "tolerance": 0.000002,
-              "cvRepetitions": 1,
-              "maxIterations": 3000
-            },
-            "attr_modelType": "binary",
-            "attr_saveType": "RtoJson"
-          },
-          "attr_class": "modelSettings"
-        },
-        "splitSettings": {
-          "type": "subject",
-          "test": 0.25,
-          "train": 0.75,
-          "nfold": 3,
-          "seed": 1234,
-          "attr_fun": "randomSplitter"
-        },
-        "sampleSettings": [
-          {
-            "numberOutcomestoNonOutcomes": 1,
-            "sampleSeed": 1,
-            "attr_class": "sampleSettings",
-            "attr_fun": "sameData"
-          }
-        ],
-        "featureEngineeringSettings": [
-          {
-            "attr_class": "featureEngineeringSettings",
-            "attr_fun": "sameData"
-          }
-        ],
-        "executeSettings": {
-          "runSplitData": true,
-          "runSampleData": false,
-          "runfeatureEngineering": false,
-          "runPreprocessData": true,
-          "runModelDevelopment": true,
-          "runCovariateSummary": true,
-          "runCalibration": true,
-          "calibrationBins": 10
-        }
-      }
+      "path": "moduleSpecifications[5].settings.modelDesignList[0].covariateSettings.DemographicsAgeGroup",
+      "rs": true
+    },
+    {
+      "path": "moduleSpecifications[5].settings.modelDesignList[0].covariateSettings.VisitConceptCountLongTerm",
+      "rs": true
+    },
+    {
+      "path": "moduleSpecifications[5].settings.modelDesignList[0].splitSettings.type",
+      "rs": "subject"
     }
   ]
 }
\ No newline at end of file
diff --git a/plugins/strategus/tests/__diff_reports__/tutorial-strategus-study.json.diff.json b/plugins/strategus/tests/__diff_reports__/tutorial-strategus-study.json.diff.json
index ab08522..a7303d4 100644
--- a/plugins/strategus/tests/__diff_reports__/tutorial-strategus-study.json.diff.json
+++ b/plugins/strategus/tests/__diff_reports__/tutorial-strategus-study.json.diff.json
@@ -2,241 +2,44 @@
   "summary": {
     "fixture": "tutorial-strategus-study.json",
     "numModules": 7,
-    "preservedCount": 2083,
-    "modifiedCount": 425,
-    "droppedCount": 20,
-    "addedCount": 307,
-    "preservationRate": 0.8239715189873418,
-    "topGaps": [
-      "moduleSpecifications[4].settings.cmAnalysisList[0].getDbCohortMethodDataArgs.covariateSettings.MeasurementRangeGroupShortTerm",
-      "moduleSpecifications[4].settings.cmAnalysisList[0].getDbCohortMethodDataArgs.covariateSettings.MeasurementValueAsConceptLongTerm",
-      "moduleSpecifications[4].settings.cmAnalysisList[0].getDbCohortMethodDataArgs.covariateSettings.MeasurementValueAsConceptShortTerm",
-      "moduleSpecifications[4].settings.cmAnalysisList[0].getDbCohortMethodDataArgs.covariateSettings.ObservationValueAsConceptLongTerm",
-      "moduleSpecifications[4].settings.cmAnalysisList[0].getDbCohortMethodDataArgs.covariateSettings.ObservationValueAsConceptShortTerm",
-      "moduleSpecifications[4].settings.cmAnalysisList[0].createStudyPopArgs.riskWindowStart",
-      "moduleSpecifications[4].settings.cmAnalysisList[0].createStudyPopArgs.startAnchor",
-      "moduleSpecifications[4].settings.cmAnalysisList[0].createStudyPopArgs.riskWindowEnd",
-      "moduleSpecifications[4].settings.cmAnalysisList[0].createStudyPopArgs.endAnchor",
-      "moduleSpecifications[4].settings.cmAnalysisList[0].computeCovariateBalanceArgs.covariateFilter.label",
-      "moduleSpecifications[4].settings.cmAnalysisList[0].computeCovariateBalanceArgs.covariateFilter.analysisId",
-      "moduleSpecifications[4].settings.cmAnalysisList[0].computeCovariateBalanceArgs.covariateFilter.covariateIds",
-      "moduleSpecifications[4].settings.cmAnalysisList[0].computeCovariateBalanceArgs.covariateFilter.attr_row.names",
-      "moduleSpecifications[4].settings.cmAnalysisList[0].computeCovariateBalanceArgs.covariateFilter.attr_spec",
-      "moduleSpecifications[5].settings.analysesToExclude.exposureId",
-      "moduleSpecifications[5].settings.analysesToExclude.analysisId",
-      "moduleSpecifications[5].settings.analysesToExclude.attr_out.attrs",
-      "moduleSpecifications[5].settings.analysesToExclude.attr_row.names",
-      "moduleSpecifications[5].settings.sccsDiagnosticThresholds.timeTrendPThreshold",
-      "moduleSpecifications[5].settings.sccsDiagnosticThresholds.preExposurePThreshold"
-    ]
+    "preservedCount": 2157,
+    "modifiedCount": 419,
+    "droppedCount": 0,
+    "addedCount": 285,
+    "preservationRate": 0.8373447204968945,
+    "topGaps": []
   },
-  "droppedDetail": [
-    {
-      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].getDbCohortMethodDataArgs.covariateSettings.MeasurementRangeGroupShortTerm",
-      "orig": true
-    },
-    {
-      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].getDbCohortMethodDataArgs.covariateSettings.MeasurementValueAsConceptLongTerm",
-      "orig": true
-    },
-    {
-      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].getDbCohortMethodDataArgs.covariateSettings.MeasurementValueAsConceptShortTerm",
-      "orig": true
-    },
-    {
-      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].getDbCohortMethodDataArgs.covariateSettings.ObservationValueAsConceptLongTerm",
-      "orig": true
-    },
-    {
-      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].getDbCohortMethodDataArgs.covariateSettings.ObservationValueAsConceptShortTerm",
-      "orig": true
-    },
-    {
-      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].createStudyPopArgs.riskWindowStart",
-      "orig": 1
-    },
-    {
-      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].createStudyPopArgs.startAnchor",
-      "orig": "cohort start"
-    },
-    {
-      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].createStudyPopArgs.riskWindowEnd",
-      "orig": 0
-    },
-    {
-      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].createStudyPopArgs.endAnchor",
-      "orig": "cohort end"
-    },
-    {
-      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].computeCovariateBalanceArgs.covariateFilter.label",
-      "orig": [
-        "Age group",
-        "Gender: female",
-        "Race",
-        "Ethnicity",
-        "Medical history: General",
-        "Medical history: Cardiovascular disease",
-        "Medical history: Neoplasms",
-        "Medication use",
-        "Charlson comorbidity index",
-        "CHADS2Vasc",
-        "DCSI"
-      ]
-    },
-    {
-      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].computeCovariateBalanceArgs.covariateFilter.analysisId",
-      "orig": [
-        3,
-        1,
-        4,
-        5,
-        210,
-        210,
-        210,
-        410,
-        901,
-        904,
-        902
-      ]
-    },
-    {
-      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].computeCovariateBalanceArgs.covariateFilter.covariateIds",
-      "orig": [
-        null,
-        "8532001",
-        null,
-        null,
-        "4006969210,438409210,4212540210,255573210,201606210,4182210210,440383210,201820210,318800210,192671210,439727210,432867210,316866210,4104000210,433736210,80180210,255848210,140168210,4030518210,80809210,435783210,4279309210,81893210,81902210,197494210,4134440210",
-        "313217210,381591210,317576210,321588210,316139210,4185932210,321052210,440417210,444247210",
-        "4044013210,432571210,40481902210,443392210,4112853210,4180790210,443388210,197508210,200962210",
-        "21601782410,21602796410,21604686410,21604389410,21603932410,21601387410,21602028410,21600960410,21601664410,21601744410,21601461410,21600046410,21603248410,21600712410,21603890410,21601853410,21604254410,21604489410,21604752410",
-        "1901",
-        "1904",
-        "1902"
-      ]
-    },
-    {
-      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].computeCovariateBalanceArgs.covariateFilter.attr_row.names",
-      "orig": [
-        1,
-        2,
-        3,
-        4,
-        5,
-        6,
-        7,
-        8,
-        9,
-        10,
-        11
-      ]
-    },
-    {
-      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].computeCovariateBalanceArgs.covariateFilter.attr_spec",
-      "orig": {
-        "cols": {
-          "label": [],
-          "analysisId": [],
-          "covariateIds": []
-        },
-        "default": [],
-        "skip": 1
-      }
-    },
-    {
-      "path": "moduleSpecifications[5].settings.analysesToExclude.exposureId",
-      "orig": [
-        19021,
-        19137
-      ]
-    },
-    {
-      "path": "moduleSpecifications[5].settings.analysesToExclude.analysisId",
-      "orig": [
-        1,
-        2
-      ]
-    },
-    {
-      "path": "moduleSpecifications[5].settings.analysesToExclude.attr_out.attrs",
-      "orig": {
-        "dim": [
-          2,
-          2
-        ],
-        "dimnames": {
-          "exposureId": [
-            "exposureId=19137",
-            "exposureId=19021"
-          ],
-          "analysisId": [
-            "analysisId=1",
-            "analysisId=2"
-          ]
-        }
-      }
-    },
-    {
-      "path": "moduleSpecifications[5].settings.analysesToExclude.attr_row.names",
-      "orig": [
-        1,
-        2
-      ]
-    },
-    {
-      "path": "moduleSpecifications[5].settings.sccsDiagnosticThresholds.timeTrendPThreshold",
-      "orig": 0.05
-    },
-    {
-      "path": "moduleSpecifications[5].settings.sccsDiagnosticThresholds.preExposurePThreshold",
-      "orig": 0.05
-    }
-  ],
+  "droppedDetail": [],
   "modifiedDetail": [
     {
-      "path": "moduleSpecifications[2].settings.analysis.timeToEventSettings[0].targetIds[3]",
-      "orig": 19137001,
-      "rs": 19023
-    },
-    {
-      "path": "moduleSpecifications[2].settings.analysis.timeToEventSettings[0].targetIds[4]",
-      "orig": 19021001,
-      "rs": 19024
-    },
-    {
-      "path": "moduleSpecifications[2].settings.analysis.timeToEventSettings[0].targetIds[5]",
-      "orig": 19022101,
-      "rs": 19059
-    },
-    {
-      "path": "moduleSpecifications[2].settings.analysis.dechallengeRechallengeSettings[0].targetCohortDefinitionIds[3]",
-      "orig": 19137001,
-      "rs": 19023
+      "path": "moduleSpecifications[2].settings.analysis.timeToEventSettings[0].targetIds[1]",
+      "orig": 19021,
+      "rs": 19137001
     },
     {
-      "path": "moduleSpecifications[2].settings.analysis.dechallengeRechallengeSettings[0].targetCohortDefinitionIds[4]",
-      "orig": 19021001,
-      "rs": 19024
+      "path": "moduleSpecifications[2].settings.analysis.timeToEventSettings[0].targetIds[2]",
+      "orig": 19022,
+      "rs": 19021001
     },
     {
-      "path": "moduleSpecifications[2].settings.analysis.dechallengeRechallengeSettings[0].targetCohortDefinitionIds[5]",
-      "orig": 19022101,
-      "rs": 19059
+      "path": "moduleSpecifications[2].settings.analysis.dechallengeRechallengeSettings[0].targetCohortDefinitionIds[1]",
+      "orig": 19021,
+      "rs": 19137001
     },
     {
-      "path": "moduleSpecifications[2].settings.analysis.aggregateCovariateSettings[0].targetIds[3]",
-      "orig": 19137001,
-      "rs": 19023
+      "path": "moduleSpecifications[2].settings.analysis.dechallengeRechallengeSettings[0].targetCohortDefinitionIds[2]",
+      "orig": 19022,
+      "rs": 19021001
     },
     {
-      "path": "moduleSpecifications[2].settings.analysis.aggregateCovariateSettings[0].targetIds[4]",
-      "orig": 19021001,
-      "rs": 19024
+      "path": "moduleSpecifications[2].settings.analysis.aggregateCovariateSettings[0].targetIds[1]",
+      "orig": 19021,
+      "rs": 19137001
     },
     {
-      "path": "moduleSpecifications[2].settings.analysis.aggregateCovariateSettings[0].targetIds[5]",
-      "orig": 19022101,
-      "rs": 19059
+      "path": "moduleSpecifications[2].settings.analysis.aggregateCovariateSettings[0].targetIds[2]",
+      "orig": 19022,
+      "rs": 19021001
     },
     {
       "path": "moduleSpecifications[2].settings.analysis.aggregateCovariateSettings[0].riskWindowStart",
@@ -263,21 +66,6 @@
       "orig": "[OHDSItutorial] GLP1RA exposures 60-day eras -  in cohorts: (19022) starts within D: -99999 - D: 0 of cohort start and ends D: 0 - D: 99999 of cohort start, first ever occurence with at least 365 days prior observation and 1 days follow up observation, males, females, occurs after 2017-12-01 and before 2023-12-31",
       "rs": "[OHDSItutorial] GLP1RA exposures 60-day eras"
     },
-    {
-      "path": "moduleSpecifications[3].settings.irDesign.targetDefs[1].name",
-      "orig": "[OHDSItutorial] DPP4i exposures -  in cohorts: (19022) starts within D: -99999 - D: 0 of cohort start and ends D: 0 - D: 99999 of cohort start, first ever occurence with at least 365 days prior observation and 1 days follow up observation, males, females, occurs after 2017-12-01 and before 2023-12-31",
-      "rs": "[OHDSItutorial] DPP4i exposures"
-    },
-    {
-      "path": "moduleSpecifications[3].settings.irDesign.targetDefs[2].id",
-      "orig": 19022101,
-      "rs": 19022
-    },
-    {
-      "path": "moduleSpecifications[3].settings.irDesign.targetDefs[2].name",
-      "orig": "[OHDSItutorial] Earliest event of Type 2 Diabetes Mellitus (DM), with no type 1 or secondary DM -  first ever occurence with at least 365 days prior observation and 1 days follow up observation, males, females, occurs after 2017-12-01 and before 2023-12-31",
-      "rs": "[OHDSItutorial] Earliest event of Type 2 Diabetes Mellitus (DM), with no type 1 or secondary DM"
-    },
     {
       "path": "moduleSpecifications[3].settings.irDesign.analysisList[0].tars",
       "orig": 1,
@@ -444,6 +232,36 @@
       "path": "moduleSpecifications[4].settings.targetComparatorOutcomesList[0].outcomes[27].outcomeId",
       "orig": 10025,
       "rs": "10025"
+    },
+    {
+      "path": "moduleSpecifications[4].settings.targetComparatorOutcomesList[0].outcomes[28].outcomeId",
+      "orig": 10026,
+      "rs": "10026"
+    },
+    {
+      "path": "moduleSpecifications[4].settings.targetComparatorOutcomesList[0].outcomes[29].outcomeId",
+      "orig": 10027,
+      "rs": "10027"
+    },
+    {
+      "path": "moduleSpecifications[4].settings.targetComparatorOutcomesList[0].outcomes[30].outcomeId",
+      "orig": 10028,
+      "rs": "10028"
+    },
+    {
+      "path": "moduleSpecifications[4].settings.targetComparatorOutcomesList[0].outcomes[31].outcomeId",
+      "orig": 10029,
+      "rs": "10029"
+    },
+    {
+      "path": "moduleSpecifications[4].settings.targetComparatorOutcomesList[0].outcomes[32].outcomeId",
+      "orig": 10030,
+      "rs": "10030"
+    },
+    {
+      "path": "moduleSpecifications[4].settings.targetComparatorOutcomesList[0].outcomes[33].outcomeId",
+      "orig": 10031,
+      "rs": "10031"
     }
   ],
   "addedDetail": [
@@ -451,14 +269,6 @@
       "path": "moduleSpecifications[1].settings.incremental",
       "rs": false
     },
-    {
-      "path": "moduleSpecifications[2].settings.analysis.aggregateCovariateSettings[0].targetIds[6]",
-      "rs": 19137001
-    },
-    {
-      "path": "moduleSpecifications[2].settings.analysis.aggregateCovariateSettings[0].targetIds[7]",
-      "rs": 19021001
-    },
     {
       "path": "moduleSpecifications[2].settings.analysis.aggregateCovariateSettings[0].covariateSettings.useDemographicsGender",
       "rs": true
@@ -527,22 +337,6 @@
       "path": "moduleSpecifications[2].settings.analysis.aggregateCovariateSettings[0].covariateSettings.useProcedureOccurrenceShortTerm",
       "rs": true
     },
-    {
-      "path": "moduleSpecifications[2].settings.analysis.timeToEventSettings[0].targetIds[6]",
-      "rs": 19137001
-    },
-    {
-      "path": "moduleSpecifications[2].settings.analysis.timeToEventSettings[0].targetIds[7]",
-      "rs": 19021001
-    },
-    {
-      "path": "moduleSpecifications[2].settings.analysis.dechallengeRechallengeSettings[0].targetCohortDefinitionIds[6]",
-      "rs": 19137001
-    },
-    {
-      "path": "moduleSpecifications[2].settings.analysis.dechallengeRechallengeSettings[0].targetCohortDefinitionIds[7]",
-      "rs": 19021001
-    },
     {
       "path": "moduleSpecifications[2].settings.mode",
       "rs": "CohortIncidence"
@@ -559,42 +353,10 @@
       "path": "moduleSpecifications[2].settings.outputTable",
       "rs": "characterization_cohorts"
     },
-    {
-      "path": "moduleSpecifications[3].settings.irDesign.targetDefs[3]",
-      "rs": {
-        "id": 19023,
-        "name": "[OHDSItutorial] All events of Acute Myocardial Infarction inpatient setting with washout of 365d",
-        "cohortId": 19023
-      }
-    },
-    {
-      "path": "moduleSpecifications[3].settings.irDesign.targetDefs[4]",
-      "rs": {
-        "id": 19024,
-        "name": "[OHDSItutorial] All events of Acute Myocardial Infarction any setting with washout of 365d",
-        "cohortId": 19024
-      }
-    },
-    {
-      "path": "moduleSpecifications[3].settings.irDesign.targetDefs[5]",
-      "rs": {
-        "id": 19059,
-        "name": "[OHDSItutorial] Diarrhea events",
-        "cohortId": 19059
-      }
-    },
     {
       "path": "moduleSpecifications[3].settings.irDesign.targetDefs[0].cohortId",
       "rs": 19137001
     },
-    {
-      "path": "moduleSpecifications[3].settings.irDesign.targetDefs[1].cohortId",
-      "rs": 19021001
-    },
-    {
-      "path": "moduleSpecifications[3].settings.irDesign.targetDefs[2].cohortId",
-      "rs": 19022
-    },
     {
       "path": "moduleSpecifications[3].settings.irDesign.timeAtRiskDefs[0].label",
       "rs": "TAR 1"
@@ -635,6 +397,10 @@
       "path": "moduleSpecifications[4].settings.cmAnalysisList[0].getDbCohortMethodDataArgs.covariateSettings.VisitConceptCountShortTerm",
       "rs": true
     },
+    {
+      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].createStudyPopArgs.attr_fun",
+      "rs": "createStudyPopulation"
+    },
     {
       "path": "moduleSpecifications[4].settings.cmAnalysisList[0].createStudyPopulationArgs",
       "rs": {
@@ -644,10 +410,6 @@
         "endAnchor": "cohort end"
       }
     },
-    {
-      "path": "moduleSpecifications[4].settings.cmAnalysisList[0].createStudyPopArgs.attr_fun",
-      "rs": "createStudyPopulation"
-    },
     {
       "path": "moduleSpecifications[4].settings.cmAnalysisList[0].stratifyByPsArgs",
       "rs": null
@@ -663,6 +425,50 @@
     {
       "path": "moduleSpecifications[4].settings.targetComparatorOutcomesList[0].outcomes[3].priorOutcomeLookback",
       "rs": null
+    },
+    {
+      "path": "moduleSpecifications[4].settings.targetComparatorOutcomesList[0].outcomes[4].priorOutcomeLookback",
+      "rs": null
+    },
+    {
+      "path": "moduleSpecifications[4].settings.targetComparatorOutcomesList[0].outcomes[5].priorOutcomeLookback",
+      "rs": null
+    },
+    {
+      "path": "moduleSpecifications[4].settings.targetComparatorOutcomesList[0].outcomes[6].priorOutcomeLookback",
+      "rs": null
+    },
+    {
+      "path": "moduleSpecifications[4].settings.targetComparatorOutcomesList[0].outcomes[7].priorOutcomeLookback",
+      "rs": null
+    },
+    {
+      "path": "moduleSpecifications[4].settings.targetComparatorOutcomesList[0].outcomes[8].priorOutcomeLookback",
+      "rs": null
+    },
+    {
+      "path": "moduleSpecifications[4].settings.targetComparatorOutcomesList[0].outcomes[9].priorOutcomeLookback",
+      "rs": null
+    },
+    {
+      "path": "moduleSpecifications[4].settings.targetComparatorOutcomesList[0].outcomes[10].priorOutcomeLookback",
+      "rs": null
+    },
+    {
+      "path": "moduleSpecifications[4].settings.targetComparatorOutcomesList[0].outcomes[11].priorOutcomeLookback",
+      "rs": null
+    },
+    {
+      "path": "moduleSpecifications[4].settings.targetComparatorOutcomesList[0].outcomes[12].priorOutcomeLookback",
+      "rs": null
+    },
+    {
+      "path": "moduleSpecifications[4].settings.targetComparatorOutcomesList[0].outcomes[13].priorOutcomeLookback",
+      "rs": null
+    },
+    {
+      "path": "moduleSpecifications[4].settings.targetComparatorOutcomesList[0].outcomes[14].priorOutcomeLookback",
+      "rs": null
     }
   ]
 }
\ No newline at end of file
diff --git a/plugins/strategus/tests/cohortMethodCovariates.spec.ts b/plugins/strategus/tests/cohortMethodCovariates.spec.ts
new file mode 100644
index 0000000..facaded
--- /dev/null
+++ b/plugins/strategus/tests/cohortMethodCovariates.spec.ts
@@ -0,0 +1,96 @@
+import { describe, it, expect, beforeEach } from 'vitest';
+import { setActivePinia, createPinia } from 'pinia';
+import { readFileSync } from 'node:fs';
+import { join } from 'node:path';
+import { useStrategusStore } from '../src/store/useStrategusStore';
+import { deserializeSpec } from '../src/services/SpecDeserializer';
+import { serializeSpec } from '../src/services/SpecSerializer';
+import type { AnalysisSpecification } from '../src/models/AnalysisSpec';
+
+// Value-as-concept / range-group covariate flags that were previously not
+// surfaced into store.cohortMethodSettings.covariateFeatures.
+const VALUE_AS_CONCEPT_KEYS = [
+  'MeasurementValueAsConceptLongTerm',
+  'MeasurementValueAsConceptShortTerm',
+  'MeasurementRangeGroupShortTerm',
+  'ObservationValueAsConceptLongTerm',
+  'ObservationValueAsConceptShortTerm',
+] as const;
+
+describe('CohortMethod value-as-concept covariate features', () => {
+  beforeEach(() => {
+    setActivePinia(createPinia());
+  });
+
+  it('deserializes value-as-concept boolean flags from glp1-dili into covariateFeatures', () => {
+    const store = useStrategusStore();
+    const raw = JSON.parse(
+      readFileSync(join(__dirname, 'fixtures', 'glp1-dili.json'), 'utf8')
+    );
+    const spec = JSON.parse(JSON.stringify(raw)) as AnalysisSpecification;
+
+    // Read the literal booleans directly from the fixture's covariateSettings.
+    function findCovSettings(o: unknown): Record<string, unknown> | null {
+      if (!o || typeof o !== 'object') return null;
+      if (Array.isArray(o)) {
+        for (const x of o) {
+          const r = findCovSettings(x);
+          if (r) return r;
+        }
+        return null;
+      }
+      const rec = o as Record<string, unknown>;
+      const args = rec['getDbCohortMethodDataArgs'] as Record<string, unknown> | undefined;
+      if (args && args['covariateSettings']) return args['covariateSettings'] as Record<string, unknown>;
+      for (const k of Object.keys(rec)) {
+        const r = findCovSettings(rec[k]);
+        if (r) return r;
+      }
+      return null;
+    }
+    const covSettings = findCovSettings(raw)!;
+
+    deserializeSpec(spec, store as never);
+
+    const features = store.cohortMethodSettings.covariateFeatures;
+    for (const key of VALUE_AS_CONCEPT_KEYS) {
+      expect(features[key]).toBe(covSettings[key]);
+    }
+  });
+
+  it('does not pull reserved non-feature booleans into covariateFeatures', () => {
+    const store = useStrategusStore();
+    const spec = JSON.parse(
+      readFileSync(join(__dirname, 'fixtures', 'glp1-dili.json'), 'utf8')
+    ) as AnalysisSpecification;
+
+    deserializeSpec(spec, store as never);
+
+    const features = store.cohortMethodSettings.covariateFeatures;
+    // These are config booleans, not feature flags — must stay out.
+    expect(features['temporal']).toBeUndefined();
+    expect(features['temporalSequence']).toBeUndefined();
+    expect(features['addDescendantsToInclude']).toBeUndefined();
+    expect(features['addDescendantsToExclude']).toBeUndefined();
+  });
+
+  it('round-trips a toggled value-as-concept feature through the serializer', () => {
+    const store = useStrategusStore();
+    store.cohortMethodSettings.covariateFeatures['MeasurementValueAsConceptLongTerm'] = false;
+
+    store.enabledModules.CohortMethod = true;
+    store.enabledModules.CohortDiagnostics = false;
+    store.enabledModules.Characterization = false;
+    store.enabledModules.CohortIncidence = false;
+    store.enabledModules.SCCS = false;
+
+    const spec = serializeSpec(store as never);
+    const mod = spec.moduleSpecifications.find((m) => m.module === 'CohortMethodModule');
+    const settings = mod!.settings as Record<string, unknown>;
+    const analysisList = settings['cmAnalysisList'] as Array<Record<string, unknown>>;
+    const args = analysisList[0]['getDbCohortMethodDataArgs'] as Record<string, unknown>;
+    const cov = args['covariateSettings'] as Record<string, unknown>;
+
+    expect(cov['MeasurementValueAsConceptLongTerm']).toBe(false);
+  });
+});
diff --git a/plugins/strategus/tests/cohortMethodStudyPop.spec.ts b/plugins/strategus/tests/cohortMethodStudyPop.spec.ts
new file mode 100644
index 0000000..257a326
--- /dev/null
+++ b/plugins/strategus/tests/cohortMethodStudyPop.spec.ts
@@ -0,0 +1,64 @@
+import { describe, it, expect, beforeEach } from 'vitest';
+import { setActivePinia, createPinia } from 'pinia';
+import { readFileSync } from 'node:fs';
+import { join } from 'node:path';
+import { useStrategusStore } from '../src/store/useStrategusStore';
+import { deserializeSpec } from '../src/services/SpecDeserializer';
+import { serializeSpec } from '../src/services/SpecSerializer';
+import type { AnalysisSpecification } from '../src/models/AnalysisSpec';
+
+describe('CohortMethod study-population windows', () => {
+  beforeEach(() => {
+    setActivePinia(createPinia());
+  });
+
+  // Deserializer: read createStudyPopArgs from cmAnalysisList[0] into analyses[0]
+  it('deserializes createStudyPopArgs from glp1-dili into analyses[0]', () => {
+    const store = useStrategusStore();
+    const spec = JSON.parse(
+      readFileSync(join(__dirname, 'fixtures', 'glp1-dili.json'), 'utf8')
+    ) as AnalysisSpecification;
+
+    deserializeSpec(spec, store as never);
+
+    const a0 = store.cohortMethodSettings.analyses[0];
+    // Literal values from glp1-dili.json cmAnalysisList[0].createStudyPopArgs
+    expect(a0.riskWindowStart).toBe(1);
+    expect(a0.startAnchor).toBe('cohort start');
+    expect(a0.riskWindowEnd).toBe(0);
+    expect(a0.endAnchor).toBe('cohort end');
+    expect(a0.minDaysAtRisk).toBe(1);
+    expect(a0.priorOutcomeLookback).toBe(99999);
+  });
+
+  // Serializer: distinctive values written into createStudyPopArgs
+  it('serializes analyses[0] study-population fields into createStudyPopArgs', () => {
+    const store = useStrategusStore();
+    const a0 = store.cohortMethodSettings.analyses[0];
+    a0.riskWindowStart = 7;
+    a0.startAnchor = 'cohort end';
+    a0.riskWindowEnd = 42;
+    a0.endAnchor = 'cohort start';
+    a0.minDaysAtRisk = 3;
+    a0.priorOutcomeLookback = 12345;
+
+    store.enabledModules.CohortMethod = true;
+    store.enabledModules.CohortDiagnostics = false;
+    store.enabledModules.Characterization = false;
+    store.enabledModules.CohortIncidence = false;
+    store.enabledModules.SCCS = false;
+
+    const spec = serializeSpec(store as never);
+    const mod = spec.moduleSpecifications.find((m) => m.module === 'CohortMethodModule');
+    const settings = mod!.settings as Record<string, unknown>;
+    const analysisList = settings['cmAnalysisList'] as Array<Record<string, unknown>>;
+    const pop0 = analysisList[0]['createStudyPopArgs'] as Record<string, unknown>;
+
+    expect(pop0['riskWindowStart']).toBe(7);
+    expect(pop0['startAnchor']).toBe('cohort end');
+    expect(pop0['riskWindowEnd']).toBe(42);
+    expect(pop0['endAnchor']).toBe('cohort start');
+    expect(pop0['minDaysAtRisk']).toBe(3);
+    expect(pop0['priorOutcomeLookback']).toBe(12345);
+  });
+});
diff --git a/plugins/strategus/tests/deserializer.spec.ts b/plugins/strategus/tests/deserializer.spec.ts
index c3f1ced..62b487b 100644
--- a/plugins/strategus/tests/deserializer.spec.ts
+++ b/plugins/strategus/tests/deserializer.spec.ts
@@ -170,6 +170,49 @@ describe('SpecDeserializer', () => {
     expect(store.characterizationSettings.dechallengeEvaluationWindow).toBe(60);
   });
 
+  // 5b. reads aggregate-covariate scalars (minPriorObservation, case durations) from nested analysis
+  it('reads aggregateCovariateSettings scalars from nested analysis', () => {
+    const store = useStrategusStore();
+    const spec = {
+      sharedResources: [],
+      moduleSpecifications: [
+        {
+          module: 'CharacterizationModule',
+          settings: {
+            analysis: {
+              aggregateCovariateSettings: [
+                {
+                  targetIds: [1],
+                  outcomeIds: [],
+                  minPriorObservation: 730,
+                  casePreTargetDuration: 180,
+                  casePostOutcomeDuration: 90,
+                  attr_class: 'aggregateCovariateSettings',
+                },
+              ],
+              dechallengeRechallengeSettings: [
+                {
+                  targetCohortDefinitionIds: [1],
+                  outcomeCohortDefinitionIds: [10],
+                  dechallengeStopInterval: 30,
+                  dechallengeEvaluationWindow: 30,
+                  attr_class: 'dechallengeRechallengeSettings',
+                },
+              ],
+            },
+            minCharacterizationMean: 0.01,
+          },
+        },
+      ],
+    } as unknown as Parameters<typeof deserializeSpec>[0];
+
+    deserializeSpec(spec, store);
+
+    expect(store.characterizationSettings.minPriorObservation).toBe(730);
+    expect(store.characterizationSettings.casePreTargetDuration).toBe(180);
+    expect(store.characterizationSettings.casePostOutcomeDuration).toBe(90);
+  });
+
   // 6. sets activePanel to 'overview' after import
   it("sets activePanel to 'overview' after import", () => {
     const store = useStrategusStore();
@@ -352,6 +395,48 @@ describe('SpecDeserializer', () => {
     expect(store.plpSettings.useDemographicsGender).toBe(false);
   });
 
+  // 13b. round-trip PLP executeSettings booleans + skipDiagnostics (Task B3)
+  it('reads PLP executeSettings flags and skipDiagnostics from a spec', () => {
+    const store = useStrategusStore();
+    const spec: AnalysisSpecification = {
+      attr_class: 'AnalysisSpecifications',
+      sharedResources: [
+        { cohortDefinitions: [], attr_class: ['CohortDefinitionSharedResources', 'SharedResources'] },
+      ],
+      moduleSpecifications: [
+        {
+          module: 'PatientLevelPredictionModule',
+          settings: {
+            skipDiagnostics: true,
+            modelDesignList: [
+              {
+                modelSettings: { modelName: 'lassoLogisticRegression' },
+                executeSettings: {
+                  runFeatureEngineering: true,
+                  runSampleData: true,
+                  runPreprocessData: false,
+                  runModelDevelopment: false,
+                  runCovariateSummary: false,
+                },
+                attr_class: 'modelDesign',
+              },
+            ],
+          },
+          attr_class: ['PatientLevelPredictionModuleSpecifications', 'ModuleSpecifications'],
+        },
+      ],
+    };
+
+    deserializeSpec(spec, store);
+
+    expect(store.plpSettings.runFeatureEngineering).toBe(true);
+    expect(store.plpSettings.runSampleData).toBe(true);
+    expect(store.plpSettings.runPreprocessData).toBe(false);
+    expect(store.plpSettings.runModelDevelopment).toBe(false);
+    expect(store.plpSettings.runCovariateSummary).toBe(false);
+    expect(store.plpSettings.skipDiagnostics).toBe(true);
+  });
+
   // 14. round-trip TreatmentPatterns (cohortRoles)
   it('round-trips TreatmentPatterns cohortRoles and numeric settings', () => {
     const store = useStrategusStore();
diff --git a/plugins/strategus/tests/fidelity-guard.spec.ts b/plugins/strategus/tests/fidelity-guard.spec.ts
new file mode 100644
index 0000000..884c590
--- /dev/null
+++ b/plugins/strategus/tests/fidelity-guard.spec.ts
@@ -0,0 +1,22 @@
+import { describe, it, expect, beforeEach } from 'vitest';
+import { setActivePinia, createPinia } from 'pinia';
+import { readFileSync, readdirSync } from 'node:fs';
+import { join } from 'node:path';
+import { useStrategusStore } from '../src/store/useStrategusStore';
+import { deserializeSpec } from '../src/services/SpecDeserializer';
+import { serializeSpec } from '../src/services/SpecSerializer';
+import { diffSpec } from './helpers/diffSpec';
+const DIR = join(__dirname, 'fixtures');
+describe('fidelity guard: no dropped options', () => {
+  for (const f of readdirSync(DIR).filter((n) => n.endsWith('.json'))) {
+    it(`${f} loses no options`, () => {
+      setActivePinia(createPinia());
+      const store = useStrategusStore();
+      const orig = JSON.parse(readFileSync(join(DIR, f), 'utf8'));
+      deserializeSpec(orig, store as any);
+      const rs = serializeSpec(store as any) as any;
+      const dropped = diffSpec(orig, rs).dropped;
+      expect(dropped, JSON.stringify(dropped.slice(0, 25), null, 2)).toHaveLength(0);
+    });
+  }
+});
diff --git a/plugins/strategus/tests/helpers/diffSpec.ts b/plugins/strategus/tests/helpers/diffSpec.ts
new file mode 100644
index 0000000..e9536d2
--- /dev/null
+++ b/plugins/strategus/tests/helpers/diffSpec.ts
@@ -0,0 +1,134 @@
+/**
+ * Deep round-trip diff machinery shared between the deep-diff report test and
+ * the fidelity guard.
+ *
+ * `diffSpec(orig, rs)` walks every leaf path of the ORIGINAL spec and classifies
+ * it as:
+ *   - preserved  → present in both with same value
+ *   - modified   → present in both with different value
+ *   - dropped    → present in original but missing in reserialised
+ *   - added      → present in reserialised but absent in original
+ *
+ * Some paths are intentionally ignored (timestamps, attr_class arrays, subset
+ * definition IDs we rebuild, PLP R6 wrappers, etc.).
+ */
+
+export interface DiffResult {
+  preserved: string[];
+  modified: Array<{ path: string; orig: unknown; rs: unknown }>;
+  dropped: Array<{ path: string; orig: unknown }>;
+  added: Array<{ path: string; rs: unknown }>;
+}
+
+// Path patterns we ignore for the purposes of the diff.
+// These are paths whose absence/difference is intentional or noisy.
+const IGNORE_PATH_PATTERNS: RegExp[] = [
+  /(^|\.)attr_class(\.|$|\[)/,                  // class arrays — normalised order
+  /(^|\.)class(\.|$|\[)/,                       // R6 wrapper class names
+  /(^|\.)x$/,                                   // R6 wrapper inner element
+  /(^|\.)\$.+$/,                                // R6 dollar-prefixed accessors
+  /(^|\.)moduleVersion$/,                       // module version pinning is non-essential
+  /^sharedResources\[\d+\]\.subsetDefs/,        // we rebuild TCI subset defs from comparisons
+  /^sharedResources\[\d+\]\.cohortSubsets/,     // rebuilt from comparisons
+  /^moduleSpecifications\[0\]/,                 // CohortGeneratorModule injected by us; orig may not have it
+  /(^|\.)generateStats$/,                       // CohortGeneratorModule's only setting; always emitted (at index 0)
+                                                //   but orig may place CohortGeneratorModule at a different index,
+                                                //   so an index-aligned diff misreads it as dropped.
+  /\.descendantConceptIds$/,                    // R serialisation artefact
+  /\.cohortDefinition$/,                        // cohort definition JSON-as-string — round-tripped opaquely
+];
+
+export function shouldIgnore(path: string): boolean {
+  return IGNORE_PATH_PATTERNS.some((p) => p.test(path));
+}
+
+/**
+ * Walks `orig` collecting every leaf path; for each leaf checks `rs`.
+ * Records keys present in rs but not orig under `added` (via a second pass).
+ */
+export function diffSpec(orig: unknown, rs: unknown): DiffResult {
+  const result: DiffResult = { preserved: [], modified: [], dropped: [], added: [] };
+  walkOrig(orig, rs, '', result);
+  walkRs(orig, rs, '', result);
+  return result;
+}
+
+function walkOrig(orig: unknown, rs: unknown, path: string, out: DiffResult): void {
+  if (shouldIgnore(path)) return;
+
+  if (Array.isArray(orig)) {
+    if (!Array.isArray(rs)) {
+      out.modified.push({ path, orig: '[array]', rs: typeof rs });
+      return;
+    }
+    const len = Math.max(orig.length, rs.length);
+    for (let i = 0; i < orig.length; i++) {
+      const childPath = `${path}[${i}]`;
+      if (i >= rs.length) {
+        if (!shouldIgnore(childPath)) out.dropped.push({ path: childPath, orig: orig[i] });
+        continue;
+      }
+      walkOrig(orig[i], rs[i], childPath, out);
+    }
+    // Track length mismatch for arrays of leaves
+    if (orig.length !== rs.length && len > 0) {
+      // Nothing extra — children walks already recorded
+    }
+    return;
+  }
+
+  if (orig && typeof orig === 'object') {
+    const origObj = orig as Record<string, unknown>;
+    const rsObj = (rs && typeof rs === 'object' && !Array.isArray(rs)) ? rs as Record<string, unknown> : null;
+    for (const [k, v] of Object.entries(origObj)) {
+      const childPath = path ? `${path}.${k}` : k;
+      if (!rsObj || !(k in rsObj)) {
+        if (!shouldIgnore(childPath)) out.dropped.push({ path: childPath, orig: v });
+        continue;
+      }
+      walkOrig(v, rsObj[k], childPath, out);
+    }
+    return;
+  }
+
+  // Leaf — compare scalar
+  if (orig === rs) {
+    out.preserved.push(path);
+  } else if (typeof orig === 'number' && typeof rs === 'number' && Math.abs(orig - rs) < 1e-9) {
+    out.preserved.push(path);
+  } else {
+    out.modified.push({ path, orig, rs });
+  }
+}
+
+function walkRs(orig: unknown, rs: unknown, path: string, out: DiffResult): void {
+  if (shouldIgnore(path)) return;
+
+  if (Array.isArray(rs)) {
+    if (!Array.isArray(orig)) return;
+    for (let i = orig.length; i < rs.length; i++) {
+      const childPath = `${path}[${i}]`;
+      if (!shouldIgnore(childPath)) out.added.push({ path: childPath, rs: rs[i] });
+    }
+    for (let i = 0; i < Math.min(orig.length, rs.length); i++) {
+      walkRs(orig[i], rs[i], `${path}[${i}]`, out);
+    }
+    return;
+  }
+
+  if (rs && typeof rs === 'object') {
+    const rsObj = rs as Record<string, unknown>;
+    const origObj = (orig && typeof orig === 'object' && !Array.isArray(orig)) ? orig as Record<string, unknown> : null;
+    for (const [k, v] of Object.entries(rsObj)) {
+      const childPath = path ? `${path}.${k}` : k;
+      if (!origObj || !(k in origObj)) {
+        if (!shouldIgnore(childPath)) {
+          // Don't recurse into added subtrees — record the top-level addition
+          out.added.push({ path: childPath, rs: v });
+        }
+        continue;
+      }
+      walkRs(origObj[k], v, childPath, out);
+    }
+  }
+}
diff --git a/plugins/strategus/tests/mergeSettings.spec.ts b/plugins/strategus/tests/mergeSettings.spec.ts
new file mode 100644
index 0000000..474874e
--- /dev/null
+++ b/plugins/strategus/tests/mergeSettings.spec.ts
@@ -0,0 +1,9 @@
+import { describe, it, expect } from 'vitest';
+import { overlay } from '../src/services/mergeSettings';
+describe('overlay', () => {
+  it('keeps base keys, replaces managed keys, recurses plain objects', () => {
+    const base = { a: 1, nested: { keep: 9, managed: 0 } };
+    const managed = { nested: { managed: 5 } };
+    expect(overlay(base, managed)).toEqual({ a: 1, nested: { keep: 9, managed: 5 } });
+  });
+});
diff --git a/plugins/strategus/tests/moduleRawSettings.spec.ts b/plugins/strategus/tests/moduleRawSettings.spec.ts
new file mode 100644
index 0000000..0bdf7fd
--- /dev/null
+++ b/plugins/strategus/tests/moduleRawSettings.spec.ts
@@ -0,0 +1,14 @@
+import { describe, it, expect, beforeEach } from 'vitest';
+import { setActivePinia, createPinia } from 'pinia';
+import { useStrategusStore } from '../src/store/useStrategusStore';
+
+describe('moduleRawSettings', () => {
+  beforeEach(() => setActivePinia(createPinia()));
+  it('exposes an empty moduleRawSettings map and clears on reset', () => {
+    const store = useStrategusStore();
+    expect(store.moduleRawSettings).toEqual({});
+    store.moduleRawSettings['CohortMethodModule'] = { foo: 1 };
+    store.resetToDefaults();
+    expect(store.moduleRawSettings).toEqual({});
+  });
+});
diff --git a/plugins/strategus/tests/plpRunFeatureEngineering.spec.ts b/plugins/strategus/tests/plpRunFeatureEngineering.spec.ts
new file mode 100644
index 0000000..99906d8
--- /dev/null
+++ b/plugins/strategus/tests/plpRunFeatureEngineering.spec.ts
@@ -0,0 +1,58 @@
+import { describe, it, expect, beforeEach } from 'vitest';
+import { setActivePinia, createPinia } from 'pinia';
+import { readFileSync } from 'node:fs';
+import { join } from 'node:path';
+import { useStrategusStore } from '../src/store/useStrategusStore';
+import { deserializeSpec } from '../src/services/SpecDeserializer';
+import { serializeSpec } from '../src/services/SpecSerializer';
+
+const DIR = join(__dirname, 'fixtures');
+
+function load(name: string) {
+  return JSON.parse(readFileSync(join(DIR, name), 'utf8'));
+}
+
+// breast-cancer-screen.json uses the upstream R typo key `runfeatureEngineering`
+// (lowercase f) with value `true` in its PLP executeSettings, while the store
+// default for runFeatureEngineering is `false`. So if the deserializer only read
+// the correctly-cased key, the imported value (true) would be lost and the store
+// would show the default (false). This fixture therefore exercises the typo-key
+// path with a value that differs from the default.
+describe('PLP runFeatureEngineering typo-key (runfeatureEngineering)', () => {
+  beforeEach(() => {
+    setActivePinia(createPinia());
+  });
+
+  it('reflects the imported typo-key value (not the default)', () => {
+    const store = useStrategusStore();
+    const orig = load('breast-cancer-screen.json');
+    deserializeSpec(orig, store as any);
+    // imported value is true; default is false
+    expect(store.plpSettings.runFeatureEngineering).toBe(true);
+  });
+
+  it('serializes exactly one of the two casings (no double-key conflict)', () => {
+    const store = useStrategusStore();
+    const orig = load('breast-cancer-screen.json');
+    deserializeSpec(orig, store as any);
+    store.plpSettings.runFeatureEngineering = true;
+    const rs = serializeSpec(store as any) as any;
+    const plpMod = rs.moduleSpecifications.find(
+      (m: any) => m.module === 'PatientLevelPredictionModule'
+    );
+    expect(plpMod).toBeTruthy();
+    const settings = plpMod.settings;
+    const designs = Array.isArray(settings) ? settings : settings.modelDesignList;
+    expect(Array.isArray(designs)).toBe(true);
+    expect(designs.length).toBeGreaterThan(0);
+    for (const design of designs) {
+      const es = design.executeSettings as Record<string, unknown>;
+      const hasCorrect = Object.prototype.hasOwnProperty.call(es, 'runFeatureEngineering');
+      const hasTypo = Object.prototype.hasOwnProperty.call(es, 'runfeatureEngineering');
+      // exactly one of the two keys present
+      expect(hasCorrect !== hasTypo).toBe(true);
+      const value = hasCorrect ? es['runFeatureEngineering'] : es['runfeatureEngineering'];
+      expect(value).toBe(true);
+    }
+  });
+});
diff --git a/plugins/strategus/tests/plpSccsOutcomes.spec.ts b/plugins/strategus/tests/plpSccsOutcomes.spec.ts
new file mode 100644
index 0000000..3546451
--- /dev/null
+++ b/plugins/strategus/tests/plpSccsOutcomes.spec.ts
@@ -0,0 +1,56 @@
+import { describe, it, expect, beforeEach } from 'vitest';
+import { setActivePinia, createPinia } from 'pinia';
+import { readFileSync } from 'node:fs';
+import { join } from 'node:path';
+import { useStrategusStore } from '../src/store/useStrategusStore';
+import { deserializeSpec } from '../src/services/SpecDeserializer';
+import { serializeSpec } from '../src/services/SpecSerializer';
+import { diffSpec } from './helpers/diffSpec';
+
+const DIR = join(__dirname, 'fixtures');
+
+function load(name: string) {
+  return JSON.parse(readFileSync(join(DIR, name), 'utf8'));
+}
+
+// breast-cancer-screen.json is a PLP-only study. Its model designs define
+// outcomeId 1782265 (target 1782266/1782267). The deserializer historically only
+// harvested outcomes from CohortIncidence/CohortMethod, so a PLP-only study ended
+// up with an empty store.outcomes and the cohort 1782265 never got the 'Outcome'
+// role — the editor then falsely warned "no outcome". This fixture exercises the
+// PLP-outcome derivation.
+describe('derive outcomes from PLP (and SCCS)', () => {
+  beforeEach(() => {
+    setActivePinia(createPinia());
+  });
+
+  it('PLP-only study: outcomeId becomes a store outcome with Outcome role', () => {
+    const store = useStrategusStore();
+    const orig = load('breast-cancer-screen.json');
+    deserializeSpec(orig, store as any);
+
+    expect(store.outcomes.some((o) => o.cohortId === 1782265)).toBe(true);
+
+    const outcomeCohort = store.cohorts.find((c) => c.cohortId === 1782265);
+    expect(outcomeCohort).toBeTruthy();
+    expect(outcomeCohort!.role).toBe('Outcome');
+  });
+
+  it('round-trips with zero drops and no spurious new module', () => {
+    const store = useStrategusStore();
+    const orig = load('breast-cancer-screen.json');
+    deserializeSpec(orig, store as any);
+    const rs = serializeSpec(store as any) as any;
+
+    const diff = diffSpec(orig, rs);
+    expect(diff.dropped, JSON.stringify(diff.dropped.slice(0, 25), null, 2)).toHaveLength(0);
+
+    // No NEW top-level module added: same count and same module-name set.
+    const origModules = orig.moduleSpecifications.map((m: any) => m.module).sort();
+    const rsModules = rs.moduleSpecifications.map((m: any) => m.module).sort();
+    const origSet = new Set(origModules);
+    const newModules = rsModules.filter((m: string) => !origSet.has(m));
+    expect(newModules, `unexpected new modules: ${JSON.stringify(newModules)}`).toHaveLength(0);
+    expect(rs.moduleSpecifications.length).toBe(orig.moduleSpecifications.length);
+  });
+});
diff --git a/plugins/strategus/tests/rawCapture.spec.ts b/plugins/strategus/tests/rawCapture.spec.ts
new file mode 100644
index 0000000..f413115
--- /dev/null
+++ b/plugins/strategus/tests/rawCapture.spec.ts
@@ -0,0 +1,17 @@
+import { describe, it, expect, beforeEach } from 'vitest';
+import { setActivePinia, createPinia } from 'pinia';
+import { readFileSync } from 'node:fs';
+import { join } from 'node:path';
+import { useStrategusStore } from '../src/store/useStrategusStore';
+import { deserializeSpec } from '../src/services/SpecDeserializer';
+
+describe('raw capture', () => {
+  beforeEach(() => setActivePinia(createPinia()));
+  it('captures each module settings verbatim', () => {
+    const store = useStrategusStore();
+    const spec = JSON.parse(readFileSync(join(__dirname, 'fixtures', 'glp1-dili.json'), 'utf8'));
+    deserializeSpec(spec, store);
+    const cm = spec.moduleSpecifications.find((m: any) => m.module === 'CohortMethodModule');
+    expect(store.moduleRawSettings['CohortMethodModule']).toEqual(cm.settings);
+  });
+});
diff --git a/plugins/strategus/tests/round-trip-deep.spec.ts b/plugins/strategus/tests/round-trip-deep.spec.ts
index 7688c9e..953fa45 100644
--- a/plugins/strategus/tests/round-trip-deep.spec.ts
+++ b/plugins/strategus/tests/round-trip-deep.spec.ts
@@ -28,127 +28,11 @@ import { useStrategusStore } from '../src/store/useStrategusStore';
 import { deserializeSpec } from '../src/services/SpecDeserializer';
 import { serializeSpec } from '../src/services/SpecSerializer';
 import type { AnalysisSpecification } from '../src/models/AnalysisSpec';
+import { diffSpec } from './helpers/diffSpec';
 
 const FIXTURES_DIR = join(__dirname, 'fixtures');
 const REPORT_DIR = join(__dirname, '__diff_reports__');
 
-interface DiffResult {
-  preserved: string[];
-  modified: Array<{ path: string; orig: unknown; rs: unknown }>;
-  dropped: Array<{ path: string; orig: unknown }>;
-  added: Array<{ path: string; rs: unknown }>;
-}
-
-// Path patterns we ignore for the purposes of the diff.
-// These are paths whose absence/difference is intentional or noisy.
-const IGNORE_PATH_PATTERNS: RegExp[] = [
-  /(^|\.)attr_class(\.|$|\[)/,                  // class arrays — normalised order
-  /(^|\.)class(\.|$|\[)/,                       // R6 wrapper class names
-  /(^|\.)x$/,                                   // R6 wrapper inner element
-  /(^|\.)\$.+$/,                                // R6 dollar-prefixed accessors
-  /(^|\.)moduleVersion$/,                       // module version pinning is non-essential
-  /^sharedResources\[\d+\]\.subsetDefs/,        // we rebuild TCI subset defs from comparisons
-  /^sharedResources\[\d+\]\.cohortSubsets/,     // rebuilt from comparisons
-  /^moduleSpecifications\[0\]/,                 // CohortGeneratorModule injected by us; orig may not have it
-  /\.descendantConceptIds$/,                    // R serialisation artefact
-  /\.cohortDefinition$/,                        // cohort definition JSON-as-string — round-tripped opaquely
-];
-
-function shouldIgnore(path: string): boolean {
-  return IGNORE_PATH_PATTERNS.some((p) => p.test(path));
-}
-
-/**
- * Walks `orig` collecting every leaf path; for each leaf checks `rs`.
- * Records keys present in rs but not orig under `added` (via a second pass).
- */
-function deepDiff(orig: unknown, rs: unknown): DiffResult {
-  const result: DiffResult = { preserved: [], modified: [], dropped: [], added: [] };
-  walkOrig(orig, rs, '', result);
-  walkRs(orig, rs, '', result);
-  return result;
-}
-
-function walkOrig(orig: unknown, rs: unknown, path: string, out: DiffResult): void {
-  if (shouldIgnore(path)) return;
-
-  if (Array.isArray(orig)) {
-    if (!Array.isArray(rs)) {
-      out.modified.push({ path, orig: '[array]', rs: typeof rs });
-      return;
-    }
-    const len = Math.max(orig.length, rs.length);
-    for (let i = 0; i < orig.length; i++) {
-      const childPath = `${path}[${i}]`;
-      if (i >= rs.length) {
-        if (!shouldIgnore(childPath)) out.dropped.push({ path: childPath, orig: orig[i] });
-        continue;
-      }
-      walkOrig(orig[i], rs[i], childPath, out);
-    }
-    // Track length mismatch for arrays of leaves
-    if (orig.length !== rs.length && len > 0) {
-      // Nothing extra — children walks already recorded
-    }
-    return;
-  }
-
-  if (orig && typeof orig === 'object') {
-    const origObj = orig as Record<string, unknown>;
-    const rsObj = (rs && typeof rs === 'object' && !Array.isArray(rs)) ? rs as Record<string, unknown> : null;
-    for (const [k, v] of Object.entries(origObj)) {
-      const childPath = path ? `${path}.${k}` : k;
-      if (!rsObj || !(k in rsObj)) {
-        if (!shouldIgnore(childPath)) out.dropped.push({ path: childPath, orig: v });
-        continue;
-      }
-      walkOrig(v, rsObj[k], childPath, out);
-    }
-    return;
-  }
-
-  // Leaf — compare scalar
-  if (orig === rs) {
-    out.preserved.push(path);
-  } else if (typeof orig === 'number' && typeof rs === 'number' && Math.abs(orig - rs) < 1e-9) {
-    out.preserved.push(path);
-  } else {
-    out.modified.push({ path, orig, rs });
-  }
-}
-
-function walkRs(orig: unknown, rs: unknown, path: string, out: DiffResult): void {
-  if (shouldIgnore(path)) return;
-
-  if (Array.isArray(rs)) {
-    if (!Array.isArray(orig)) return;
-    for (let i = orig.length; i < rs.length; i++) {
-      const childPath = `${path}[${i}]`;
-      if (!shouldIgnore(childPath)) out.added.push({ path: childPath, rs: rs[i] });
-    }
-    for (let i = 0; i < Math.min(orig.length, rs.length); i++) {
-      walkRs(orig[i], rs[i], `${path}[${i}]`, out);
-    }
-    return;
-  }
-
-  if (rs && typeof rs === 'object') {
-    const rsObj = rs as Record<string, unknown>;
-    const origObj = (orig && typeof orig === 'object' && !Array.isArray(orig)) ? orig as Record<string, unknown> : null;
-    for (const [k, v] of Object.entries(rsObj)) {
-      const childPath = path ? `${path}.${k}` : k;
-      if (!origObj || !(k in origObj)) {
-        if (!shouldIgnore(childPath)) {
-          // Don't recurse into added subtrees — record the top-level addition
-          out.added.push({ path: childPath, rs: v });
-        }
-        continue;
-      }
-      walkRs(origObj[k], v, childPath, out);
-    }
-  }
-}
-
 interface FixtureSummary {
   fixture: string;
   numModules: number;
@@ -211,7 +95,7 @@ describe('Deep round-trip diff (real OHDSI specs)', () => {
       deserializeSpec(fx.spec, store);
       const rs = serializeSpec(store) as unknown;
 
-      const diff = deepDiff(fx.spec as unknown, rs);
+      const diff = diffSpec(fx.spec as unknown, rs);
 
       // Aggregate per-module preservation
       const byModule = new Map<string, { preserved: number; dropped: number; modified: number; added: number }>();
diff --git a/plugins/strategus/tests/serializer.spec.ts b/plugins/strategus/tests/serializer.spec.ts
index b31e37b..07723ed 100644
--- a/plugins/strategus/tests/serializer.spec.ts
+++ b/plugins/strategus/tests/serializer.spec.ts
@@ -166,6 +166,31 @@ describe('SpecSerializer', () => {
     expect(settings['outcomeIds']).toBeUndefined();
   });
 
+  // 9b. surfaces aggregate-covariate scalars into aggregateCovariateSettings entries
+  it('writes minPriorObservation and case durations into aggregateCovariateSettings entries', () => {
+    const store = useStrategusStore();
+    store.cohorts = [
+      { cohortId: 10, cohortName: 'Target A', role: 'Target', subjectCount: null, cohortDefinition: '' },
+      { cohortId: 40, cohortName: 'Outcome', role: 'Outcome', subjectCount: null, cohortDefinition: '' },
+    ];
+    store.outcomes = [{ cohortId: 40, cleanWindow: 30 }];
+    store.enabledModules.Characterization = true;
+    store.characterizationSettings.includeTargetBaseline = true;
+    store.characterizationSettings.minPriorObservation = 730;
+    store.characterizationSettings.casePreTargetDuration = 180;
+    store.characterizationSettings.casePostOutcomeDuration = 90;
+
+    const spec = serializeSpec(store);
+
+    const cm = spec.moduleSpecifications.find((m) => m.module === 'CharacterizationModule');
+    const analysis = (cm!.settings as Record<string, unknown>)['analysis'] as Record<string, unknown>;
+    const aggCov = analysis['aggregateCovariateSettings'] as Array<Record<string, unknown>>;
+    expect(aggCov.length).toBeGreaterThanOrEqual(1);
+    expect(aggCov[0]['minPriorObservation']).toBe(730);
+    expect(aggCov[0]['casePreTargetDuration']).toBe(180);
+    expect(aggCov[0]['casePostOutcomeDuration']).toBe(90);
+  });
+
   // 10. characterization settings are passed through
   it('characterization settings are passed through', () => {
     const store = useStrategusStore();
@@ -1081,6 +1106,37 @@ describe('SpecSerializer', () => {
     expect(executeSettings['calibrationBins']).toBe(15);
   });
 
+  // Task B3: executeSettings flags + skipDiagnostics serialize from store
+  it('PLP: serializes executeSettings flags and skipDiagnostics from store', () => {
+    const store = useStrategusStore();
+    store.cohorts = [{ cohortId: 1, cohortName: 'Target', role: 'Target', subjectCount: null, cohortDefinition: '' }];
+    store.outcomes = [{ cohortId: 10, cleanWindow: 30 }];
+    store.plpSettings.runFeatureEngineering = true;
+    store.plpSettings.runSampleData = true;
+    store.plpSettings.runPreprocessData = false;
+    store.plpSettings.runModelDevelopment = false;
+    store.plpSettings.runCovariateSummary = false;
+    store.plpSettings.skipDiagnostics = true;
+    store.enabledModules.PLP = true;
+    store.enabledModules.CohortDiagnostics = false;
+    store.enabledModules.Characterization = false;
+    store.enabledModules.CohortIncidence = false;
+    store.enabledModules.CohortMethod = false;
+    store.enabledModules.SCCS = false;
+
+    const spec = serializeSpec(store);
+    const mod = spec.moduleSpecifications.find((m) => m.module === 'PatientLevelPredictionModule');
+    const settings = mod!.settings as Record<string, unknown>;
+    expect(settings['skipDiagnostics']).toBe(true);
+    const modelDesignList = settings['modelDesignList'] as Array<Record<string, unknown>>;
+    const executeSettings = modelDesignList[0]['executeSettings'] as Record<string, unknown>;
+    expect(executeSettings['runFeatureEngineering']).toBe(true);
+    expect(executeSettings['runSampleData']).toBe(true);
+    expect(executeSettings['runPreprocessData']).toBe(false);
+    expect(executeSettings['runModelDevelopment']).toBe(false);
+    expect(executeSettings['runCovariateSummary']).toBe(false);
+  });
+
   // Task 8: User-defined subset definition produces correct subsetDefs entry
   it('user-defined subset definition produces subsetDefs entry with correct format', () => {
     const store = useStrategusStore();