Clinician Calibration Engine (CCE) — Interactive Demonstrator

This is a self-contained demo (no server, no external libraries). It visualises the CCE two-axis calibration map (Guideline Distance × Peer Deviation), a trajectory over time, and a case-mix matched peer panel. Peer comparisons are anonymised by default.

Controls

Current: weeks
Current: cases
Guideline distance (adjusted)
Target: near 0 in strong-evidence zones
Peer deviation (percentile)
Interpretation depends on evidence strength
Calibration narrative
Note: Values are illustrative and generated locally to demonstrate the UI logic. In production, all scoring is case-mix adjusted and uncertainty-aware.
Two-axis calibration map (X: Guideline Distance; Y: Peer Deviation)
Hover points to see tooltips. The grey zone marks the guideline target region. Peer cloud is shown as a density contour (anonymous by default).
Trajectory over time (rolling window)
Event markers (guideline update / policy shift) appear as vertical ticks. Uncertainty increases when case volume is low.

Case-mix matched peer panel

Examples of similar cases showing your action vs anonymised peer majority and guideline tier.
Case Your action Peer majority Guideline tier
In production, this panel is generated via explicit matching on context features (severity, contraindications, prior failure, etc.).