aibilly_backend_code/docs/context/clinical_context.md

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# IamBilly Backend: Clinical Context (Spine Surgery)
The MVP is focused on high-volume spine surgery procedures.
## Procedure Templates
The system supports 6 core spine templates, with a focus on:
1. **ACDF Single Level** (Anterior Cervical Discectomy and Fusion)
2. **Lumbar Fusion**
These templates pre-load standard CPT/ICD code pairs, which the surgeon can then modify via dictation if deviations occurred during the surgery.
## Clinical Entities
The extraction layer is optimized for:
- **Diagnoses:** ICD-10 codes.
- **Procedures:** CPT codes + Modifiers (-59, -LT/RT, -51).
- **Laterality:** Left, Right, Bilateral.
- **Anatomy:** Specific spinal levels (e.g., C3-C4, L4-L5).