Fix clinical prompt pool fallback seeding

mobile/android/app/build.gradle

@@ -9,8 +9,8 @@ android {
         targetSdkVersion rootProject.ext.targetSdkVersion
         // Version values below are overwritten by scripts/release.sh from
         // the root package.json. versionCode auto-increments per release.
-        versionCode 714009
-        versionName "7.14.9"
+        versionCode 714010
+        versionName "7.14.10"
         testInstrumentationRunner "androidx.test.runner.AndroidJUnitRunner"
         aaptOptions {
              // Files and dirs to omit from the packaged assets dir, modified to accommodate modern web apps.

package.json

@@ -1,6 +1,6 @@
 {
   "name": "pediatric-ai-scribe",
-  "version": "7.14.9",
+  "version": "7.14.10",
   "description": "AI-powered pediatric clinical documentation platform",
   "main": "server.js",
   "scripts": {

src/utils/clinicalPromptPool.js

@@ -322,11 +322,7 @@ function createClinicalPromptPool(opts) {
       }
       generated = normalizeGeneratedExamples(generated.concat(categoryExamples));
     }
-    generated = normalizeGeneratedExamples(generated.concat(taxonomyFallbackExamples(taxonomy, generated.length)));
-    if (generated.length < target) {
-      generated = normalizeGeneratedExamples(generated.concat(taxonomySupplementExamples(taxonomy, target - generated.length)));
-    }
-    if (generated.length < 8) return fallbackIndexedExamples();
+    if (generated.length < 8) return [];
     return generated.slice(0, target);
   }
 
@@ -475,73 +471,6 @@ function createClinicalPromptPool(opts) {
     });
   }
 
-  function taxonomyFallbackExamples(taxonomy, existingCount) {
-    var templates = [
-      'How should I evaluate a {age} with {seed}, focusing on {focus}?',
-      'What red flags change disposition for a {age} with {seed} and {focus}?',
-      'What pediatric differential fits {seed} in a {age} with {focus}?',
-      'What initial management is recommended for a {age} with {seed} and {focus}?',
-      'When should a {age} with {seed} be admitted because of {focus}?',
-      'What return precautions fit {seed} in a {age} with {focus}?'
-    ];
-    var focusAreas = [
-      'severity assessment',
-      'diagnostic workup',
-      'age-specific risks',
-      'medication dosing',
-      'fluid management',
-      'family safety netting',
-      'follow-up timing',
-      'comorbid conditions',
-      'initial stabilization',
-      'consultation thresholds'
-    ];
-    var examples = [];
-    taxonomy.forEach(function(item) {
-      var needed = Math.max(0, item.quota - Math.floor(existingCount / taxonomy.length));
-      var itemExamples = [];
-      var seen = new Set();
-      for (var i = 0; i < needed * 3 && itemExamples.length < needed; i++) {
-        var seed = item.seeds[i % item.seeds.length];
-        var seedPhrase = seed.split(/\s+/).slice(0, 5).join(' ');
-        var ageBand = item.ageBands[i % item.ageBands.length];
-        var template = templates[i % templates.length];
-        var focus = focusAreas[Math.floor(i / (templates.length * item.seeds.length)) % focusAreas.length];
-        var example = {
-          label: cleanExampleLabel(seedPhrase.split(/\s+/).slice(0, 4).join(' ')),
-          prompt: template.replace('{age}', ageBand.replace('_', ' ') + ' patient').replace('{seed}', seedPhrase).replace('{focus}', focus),
-          category: item.category,
-          age_band: ageBand,
-          intent: ['diagnosis', 'red_flags', 'differential', 'management', 'admission', 'counseling'][i % 6]
-        };
-        var key = example.prompt.toLowerCase().replace(/[^a-z0-9]+/g, ' ').trim();
-        if (seen.has(key)) continue;
-        seen.add(key);
-        itemExamples.push(example);
-      }
-      examples = examples.concat(itemExamples);
-    });
-    return examples;
-  }
-
-  function taxonomySupplementExamples(taxonomy, needed) {
-    var examples = [];
-    for (var i = 0; i < needed * 2 && examples.length < needed; i++) {
-      var item = taxonomy[i % taxonomy.length];
-      var seedPhrase = item.seeds[i % item.seeds.length].split(/\s+/).slice(0, 5).join(' ');
-      var ageBand = item.ageBands[i % item.ageBands.length];
-      var categoryLabel = item.category.replace(/_/g, ' ');
-      examples.push({
-        label: cleanExampleLabel(categoryLabel + ' review'),
-        prompt: 'For pediatric ' + categoryLabel + ' cases, how should I handle a ' + ageBand.replace('_', ' ') + ' patient with ' + seedPhrase + '?',
-        category: item.category,
-        age_band: ageBand,
-        intent: ['diagnosis', 'management', 'red_flags', 'differential', 'counseling', 'dosing', 'admission', 'review'][i % 8]
-      });
-    }
-    return examples;
-  }
-
   function sanitizeCategory(category, defaultTaxonomy) {
     category = String(category || '').trim().toLowerCase().replace(/[\s/-]+/g, '_');
     category = CATEGORY_ALIASES[category] || CATEGORY_ALIASES[category.replace(/_/g, ' ')] || category;

test/clinical-assistant-prompt-pool.test.js

@@ -25,6 +25,8 @@ test('clinical assistant starter prompts are Redis or indexed-source backed', ()
   assert.match(pool, /age_band: ageBand/);
   assert.match(pool, /function hasPediatricSignal\(prompt, item\)/);
   assert.match(pool, /var examples = await fallbackIndexedExamples\(\)/);
+  assert.doesNotMatch(pool, /taxonomyFallbackExamples|taxonomySupplementExamples/);
+  assert.doesNotMatch(pool, /return fallbackIndexedExamples\(\)/);
 });
 
 test('clinical assistant prompt forbids relabeling other sources as named sources', () => {