Platform Module
Clinical Relevance Dashboard (CRD)
Translating complex algorithmic fairness metrics into actionable, evidence-based clinical guidance.
The Translation Layer
Composite Fairness Score (CFS) & Clinical Narratives
Statistical bias metrics alone are unusable at the bedside. A statistical disparity metric that a clinician cannot interpret is not a fairness intervention—it is simply data without context.
The Clinical Relevance Dashboard (CRD) bridges this gap through our proprietary Composite Fairness Score (CFS) generative engine. CRD converts raw algorithmic fairness outputs into calibrated, evidence-based clinical narratives that tell clinicians and health system leaders exactly how a model is behaving in real time.
CRD Operational Pillars
- ✔ Composite Fairness Score (CFS): A standardized score combining demographic parity, equalized odds, and clinical impact.
- ✔ Point-of-Care Alerts: EHR-native notifications informing clinicians when model confidence diverges for specific patient presentations.
- ✔ Override Tracking: Monitors clinical decision overrides to capture frontline instincts and refine model calibration.
- ✔ Executive Oversight: High-level reporting dashboards for hospital Chief Medical Officers and Patient Safety Committees.