Clinical Drift in Reasoning — Interactive Demo

Scenario controls

Clinician

Context

Window

Evidence volatility (changes per day): 6

Severity (prob. a change is clinically material): 0.35

Responsiveness (coupling of decisions to evidence): 0.60

Anchor persistence (sticking to initial plan): 0.35

Update latency (hours to respond to material change): 6

ERD (Evidence Responsiveness Deficit)

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AP (Anchor Persistence)

—

UL (Update Latency)

—

Composite CDI

—

Tip: increase anchor persistence and latency while decreasing responsiveness to create a clear drift pattern.

Evidence vs Decision Timeline

Material evidence events are flagged; decision updates may lag or fail to respond. CDI spikes when misalignment persists.

Material evidence change Decision updated Missed / late update