Learners
Learner profile
James O'Brien
PGY-3 Internal Medicine · Resident · 5 cases completed
Reasoning fingerprint
Diagnostic ability83
Test stewardship83
Management & safety82
Knowledge & evidence69
Recurring habits
Evidence Applicability Drift
Applies guidelines outside their applicability window.
Anchors Early
Locks onto an early hypothesis and under-updates.
Recent cases
- Acute Dyspnea After Arthroplasty
Acute coronary syndrome omitted by 12% of cohort
See why, traced to their pins
Recommended next case
Acute Dyspnea After ArthroplastyTargets this learner's weakest pillar — knowledge & evidence.