Journal

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...

A calibrated, component-by-component audit of Awesome Review against the current ABIM blueprint, showing where its live teaching helps and where you still need an unseen-question r...

A domain-by-domain content-gap checklist for the Prescribing Safety Assessment: the evidence to verify before you stop doing new questions.

An honest fidelity audit of the Geeky Medics AI virtual-patient simulator for the PARA OSCE — case mix, branching, timing and feedback — plus where iatroX covers the written knowle...

A reusable, tool-agnostic prompt library and seven-day loop that make an ORE Part 1 AI tutor test your reasoning instead of leaking the answer, with iatroX for unseen transfer prac...