Platform Dashboard
Clinical Relevance Dashboard (CRD)
Translating complex algorithmic fairness metrics into actionable, evidence-based clinical guidance.
The Translation Layer
Composite Fairness Index (CFI) & Clinical Guidance
Statistical bias metrics alone are unusable at the point of care. 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 Index (CFI) 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.
CRD Operational Pillars
- ✔ Composite Fairness Index (CFI): 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.
CRD High-Definition Interface Preview
Clinical Relevance Dashboard • Live Telemetry Feed & Composite Fairness Metrics
