Journal

MedRevisions runs genuine adaptive analytics, but its bank covers PLAB 1 and UKMLA AKT rather than the MSRA — here is what that means for an MSRA candidate and how to read adaptive...

A concrete prompt-and-verification workflow for turning every missed Pastest AKP question into durable, exam-transferable knowledge — with 25 reusable prompts and a weekly source-c...

An analytics audit of TestBuddy for the Concorso SSM: what the TB Score, coverage, difficulty and repeat metrics mean, where the adaptive feed biases them, and how to build a credi...

A concrete seven-day workflow for using NEJM Knowledge+ (now AMBOSS Knowledge+) adaptively for ABFM while protecting the low-volume blueprint domains its feed can under-serve.

An analytics audit of BoardVitals for the ABEM Qualifying Examination — what its adaptive engine and dashboard metrics really measure, where selection bias inflates or deflates you...

How to use ACEP PEER — the specialty society's flagship self-assessment — to calibrate question style and cognitive level for the ABEM Qualifying Examination, then supply the unsee...

A concrete workflow for using Secret SSM's SELF AI tutor on the Concorso SSM without letting it do your clinical reasoning for you — prompt taxonomy, anti-leak rule and a weekly ve...

A fidelity audit of PrimeX for the ACEM Fellowship (FACEM) exam — its AI-graded SAQs, MCQ bank and OSCE simulator — and an honest note that iatroX covers ACEM Primary, not the Fell...

A concrete adaptive workflow for using Rosh Review under the Blueprint Prep umbrella for the ABEM Qualifying Examination — when to trust the analytics, when to override them, and w...

An honest coverage audit: NEJM Knowledge+ does not currently publish an Emergency Medicine bank, so it cannot power an ABEM workflow — here is what it does cover, and how to run th...

A resource-selection framework for the MSRA that branches on weeks-to-exam, budget and your measured domain profile, rather than declaring one universal best question bank.

An honest review of Pastest's AI Tutor mode for MRCPCH Foundation of Practice, testing its reasoning support, source grounding and exam fidelity against the RCPCH format.