Analytics
Cohort reasoning dashboard
What kind of reasoning is this group weak at? Filter by cohort and level, then read each pillar's trend and the insights driving it.
Pillar profile — cohort comparison
Diagnostic ability
Building a problem representation, generating and prioritising a differential, and applying diagnostic criteria to the right findings.
Test stewardship
Ordering the right tests at the right time, interpreting results in context, and avoiding low-yield or premature investigation.
Management & safety
Choosing and sequencing management, respecting contraindications, and monitoring for harm — the safety contract of a plan.
Knowledge & evidence
Fundamental knowledge, pathophysiology, and the applicability of evidence to the patient in front of the learner.
Cohort × pillar heatmap
| Cohort | Diagnostic ability | Test stewardship | Management & safety | Knowledge & evidence |
|---|---|---|---|---|
Med-2 Clerkship Internal Medicine Clerkship | 64 | 41 | 58 | 72 |
PGY-1 Internal Medicine Inpatient Medicine — Block 9 | 76 | 68 | 52 | 74 |
PGY-3 Internal Medicine Senior Resident — Ambulatory | 84 | 81 | 82 | 66 |
Cells colored by status thresholds from DDx scoring policy v1.0.0 — success ≥ 70, warning ≥ 40.