Journal

A coverage audit of Pastest's dentistry bank against the MFDS Part 1 blueprint — what it tests, at what cognitive level, where the blind spots sit, and how to add an unseen-measure...

A blueprint-stratified way to use BMJ OnExamination for the Final FRCA Written so a rising overall score never hides an unattempted low-volume domain, with iatroX for unseen transf...

MCQ banks measure recall, but Concorso SSM also rewards Italian-language clinical breadth, faithful ministerial-format simulation and ranking strategy — here is what a bank cannot ...

An adaptive workflow for using Rosh Review (Blueprint Prep) toward the RCPSC Emergency Medicine written exam that stops the algorithm hiding low-volume blueprint domains, with the ...

An honest prompt-and-verification workflow for UniBanQ on the MCCQE Part I: because UniBanQ's AI is built for content transformation and OSCE voice practice, not per-question MCQ t...

A MedLumen adaptive workflow for the MCCQE Part I that uses its analytics and AI tutor while forcing coverage of the small blueprint domains an adaptive feed tends to starve.

A prompt-and-verification workflow for Lecturio's AI Tutor on the MCCQE Part I that keeps you doing the reasoning, guards against answer leakage, and checks Canadian jurisdiction o...

A disciplined Ace QBank workflow for the MCCQE Part I that builds transferable reasoning instead of item recognition, with clear floors, error codes and a switch to mixed timed blo...

An honest MCCQE Part I workflow for AIMedQs users: follow the adaptive feed for efficiency, override it to protect low-volume blueprint domains, and move to mixed timed blocks once...

The CCFP skills ordinary MCQ practice cannot assess — SAMP/short-menu reasoning transitions, SOO communication and virtual consultation performance — and a modality ladder to train...

A calibrated audit of PassGP's AI Virtual Tutor for RACP Adult Medicine — what it explains well, where it must be verified against the RACP curriculum, and a safe-use protocol befo...

A decision tree that chooses ABIM resources by time, budget and learner profile rather than naming one 'best' bank, with a minimum stack, budget and time bands, and explicit exit c...