Journal

A UKMLA and PLAB revision plan for international medical graduates working full-time — building MLA-aligned preparation around clinical shifts

Revise for the MRCGP AKT around a full GP rota — PassMedicine and Pastest for breadth, iatroX for NICE/CKS-linked adaptive repair

MSRA failure splits cleanly into Clinical Problem Solving and Professional Dilemmas — diagnose which one cost you the marks, then rebuild differently for each.

After MLA alignment, a PLAB 1 resit needs UK 'most appropriate next step' reasoning, not more recall lists.

AKT failure is often a mismatch between GP reality and exam thresholds, statistics and one-minute pacing — rebuild from the three-domain score report.

A calm, diagnostic seven-day plan for UKMLA and finals resits — work out what actually went wrong before you rebuild.

The iatroX Socratic Tutor asks you first instead of handing you the answer — question-first, grounded in NICE/CKS/SmPC, calibrated per exam. Here is why we built it that way.

Used as an answer machine, AI can quietly worsen your exam retention while feeling like it helps. The evidence — and what a learning-safe tutor does instead.

Doximity's model shows a flywheel: clinician network → workflow tools → AI usage → data → insight products → partnerships. iatroX can build a UK version around clinical questions, ...

Doximity builds trust through PeerCheck (physician review) and intelligence through DocInsight. iatroX offers a UK trust model built from provenance, regulatory readiness, validati...

US health-AI companies may understand physician engagement. UK market entry requires different intelligence: NHS procurement, MHRA, DTAC, clinical safety, guideline localisation, a...

Doximity's DocInsight is part of a 'closed-loop ecosystem.' Commercially powerful — but in the UK, trust requires clear boundaries between clinical answers, aggregate insights, and...