Four engines. One practice loop.
Medutors is not a question bank with analytics bolted on. Every part of the platform exists to find where your clinical reasoning breaks and to fix that specific break.
How one attempt becomes your next session
Each stage hands a concrete output to the next. Nothing is a black box: you can inspect every output in your dashboard.
Case bank
Staged clinical vignettes built from presentation patterns, discriminating findings and management steps.
out: staged caseReasoning engine
Compares each of your decisions against a sound reasoning path and marks where it diverged.
out: scored chainWeak-area diagnostics
Groups divergences by the concept behind them and ranks clusters by breakdown rate.
out: ranked clustersAdaptive drill set
Builds your next set from the top clusters and rebalances as accuracy improves.
out: next sessionFive modules, each with a single job
Use them together as the full loop, or open any one directly when you know what you need today.
Case-Based Reasoning
Vignettes that unfold in stages, scored at every decision.
Explore module 02Adaptive Question Bank
Difficulty and topic mix that respond to how you reason.
Explore module 03Weak-Area Diagnostics
Concept clusters ranked by where your logic breaks.
Explore module 04Mock Exams
Timed full-length papers with percentile benchmarking.
Explore module 05Explanation Engine
Why your answer went wrong, not only what was right.
Explore moduleReviewed content
Cases and explanations pass a clinical content review before they reach the bank, and are revised when guidelines change.
Our methodologyThe differential shifts as the data arrives
This is the core mechanic. New findings are revealed in stages and the ranked differential responds, exactly as it does inside a practice session.
A 34-year-old woman presents with sudden dyspnoea and pleuritic chest pain that began this morning. She returned yesterday from a 14-hour flight. She takes a combined oral contraceptive.
Recent immobility plus oestrogen exposure, two major VTE risk factors in one history.
Hypoxia and tachycardia, argue against musculoskeletal and anxiety causes.
Equal air entry, unilateral calf swelling, pneumothorax falls, DVT source likely.
High Wells score with raised D-dimer, proceed to CT pulmonary angiography.