Journal

A memorised script works exactly until the patient deviates from it. Why scripts collapse under pressure, the specific failure modes examiners recognise, and what to build instead:...

Memorised phrases fail the moment a patient deviates from what you rehearsed. Practise safe UK consultations against varied patient behaviour and safety-critical omissions, with a ...

Why a clinical simulation product is never genuinely finished, the five layers of ongoing improvement, how a user report becomes a reviewed change, and the specific metrics iatroX ...

The genuinely useful question is not which feedback source is more accurate in the abstract, it is which one actually changes what a candidate does next. AI feedback's immediacy ag...

Breaking bad news is tested across the SCA, PLAB 2, PACES, CASC and UKMLA alike, and it is the single skill voice-based simulation is best suited to rehearse, and text-based practi...

Most dedicated exam-specific AI patient platforms in this category are paid products. MLAbuddy's free, unlimited, credit-free model is the clearest genuine exception, and there are...

A rising dashboard score over weeks of practice could reflect genuine skill improvement, or simply growing familiarity with one specific platform's question patterns and marking qu...

A candidate who has specifically studied what an AI marking system rewards can score highly without necessarily being the most clinically competent. Why automated-score optimisatio...

International medical graduates adapting to NHS-specific terminology, referral pathways and communication norms face a genuine adjustment beyond clinical knowledge itself. Where re...

A seven-domain procurement rubric for any UK medical school evaluating an AI virtual-patient vendor: clinical content, patient fidelity, assessment validity, educational effect, fa...

AI reduces the marginal cost of an additional formative encounter. Saving actor costs is not the same as replacing the educational role trained simulated patients play. A full cost...

Unlimited access has value only when practice is paired with appropriate difficulty, valid feedback and correction. The deliberate-practice cycle, what it looks like when candidate...