feature: Sepsis Engine Refactor: Remove SIRS, Rewire qSOFA + Bundle
Frontend: GCS Entry, SOFA Display, Sepsis UI Refactor
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```markdown
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# Sepsis Engine Design Decisions
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## Why Redis for SIRS state, not a PostgreSQL time-range query
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@@ -50,4 +49,21 @@ and no additional infrastructure. The trade-off: if this system needed to scale
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multi-hospital network with 50,000+ concurrent inpatients (~5,000 observations/second),
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Flink would become the right choice. The architecture decision is correct at this scale
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and defensible at interview with a clear scale inflection point named.
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```
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## Phase 27 — Migration from SIRS to SOFA
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**Rationale:** Sepsis-3 (2016) replaced SIRS with SOFA for organ dysfunction assessment.
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SIRS is non-specific (post-exercise tachycardia, mild fever). Doctor feedback aligned with
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moving sepsis **confirmation** to SOFA delta ≥ 2 while retaining qSOFA as a **bedside screen**.
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**What changed:**
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- `SirsDetector` / `SirsEvaluator` deleted — no new `SEPSIS_WARNING` alerts
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- qSOFA ≥ 2 → `QSOFA_SCREEN` (WARNING, suppressible) with lab-order recommendation
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- Sepsis hour-1 bundle triggers from `SOFA_SEPSIS` only (Phase 26 delta ≥ 2)
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- Historical `SEPSIS_WARNING` and `QSOFA_WARNING` rows remain queryable
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**Redis key patterns after Phase 27:**
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- `qsofa:{encounterId}:{code}` — qSOFA screening (30 min TTL)
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- `sofa:{encounterId}:{code}` — SOFA lab carry-forward (Phase 26)
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- `gcs:{encounterId}:{code}` — GCS components (Phase 25)
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- ~~`sirs:{encounterId}:{code}`~~ — removed (legacy keys expire)
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