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feat: complete production hardening implementation, specialty canonicalization, google-genai migration, voice reliability, sqlite concurrency, and test suite consolidation

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Gokulvarthan-Ramesh
2026-09-07 12:57:54 +05:30
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ai-patient-onboarding/docs/AI_CONVERSATION_BEHAVIOR.md
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@@ -78,8 +78,8 @@ A single patient statement can contain multiple clinical facts. The AI extracts
- Completion is based on having sufficient clinical intake for the complaint + no emergency gaps.
### 6. Emergency & Crisis Override
- Red-flag symptoms (severe crushing chest pain, sudden paralysis, severe breathing difficulty, massive bleeding) immediately direct to **108 emergency ambulance**.
- Mental health distress or suicidal statements immediately trigger **Tele-MANAS helpline (14416)** and emergency 108.
- Red-flag symptoms (severe crushing chest pain, sudden paralysis, severe breathing difficulty, massive bleeding) immediately direct to **hospital emergency staff or Emergency Room (ER)**.
- Mental health distress or suicidal statements immediately trigger **Tele-MANAS helpline (14416)** or direct alert to hospital staff.
- The AI **never diagnoses** (e.g., never says "You have a heart attack").
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