README.md

---
title: EdgeMed API
emoji: 🏥
colorFrom: blue
colorTo: indigo
sdk: docker
pinned: false
---

# EdgeMed Clinical BERT API

FastAPI backend for the EdgeMed edge-intelligence emergency routing framework.

## Endpoints

| Method | Path | Description |
|--------|------|-------------|
| GET | `/` | Health check |
| POST | `/triage` | CAG + BERT triage pipeline |
| POST | `/route` | KAG hospital routing |
| GET | `/zones` | Zone + availability info |

## Model
Fine-tuned `Mahdiya/edgemed-clinical-bert` on 1,267 KTAS-ED patients.  
Accuracy: **71.7%** · ESI classification (ESI-1 to ESI-5)

## Pipeline
```
Symptom text
    └─► CAG keyword check
            ├─ ESI-1 / ESI-2 hit → BYPASS BERT → immediate routing
            └─ No critical hit   → BERT inference → ESI 3/4/5
                                        └─► α-weighted KAG routing
```