Journal

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...

Virtual-patient practice identifies performance gaps; it does not necessarily repair the underlying knowledge or verify the management. A ten-step workflow from an unseen Simsbuddy...

Expert-written cases offer controlled learning objectives and deliberate distractors. AI-generated cases offer rapid variation and volume, alongside real risks: clinically incohere...

The same breathlessness presentation, redesigned four times for the SCA, PLAB 2, PACES and CASC. A patient persona alone does not make a valid examination simulation: timing, candi...

PACES assesses physical examination and recognition of real signs alongside communication and clinical judgement. Mapping any voice-only AI patient platform against every official ...

Separate expert-written case banks for the SCA, PLAB 2, PACES, CASC and UKMLA, voice-based AI patients and a human-tutor marketplace. What Simsbuddy actually offers across five ver...

The published protocol for testing the exact market gap relevant to iatroX: ten clinical case types, each asked first in a US context and then a UK one, scored on whether healthcar...

Independently reproducing the core Epic use case without any real patient data: eleven synthetic record flaws, six clinical questions, nine scoring dimensions, and the proposal for...

The published protocol for testing whether ChatGPT's direct PubMed connector improves evidence quality, not merely citation quantity: 100 to 150 questions across eleven clinical ca...

Connecting to Epic in the US does not mean the product can simply be switched on across NHS primary and secondary care. Sixteen adoption questions any NHS organisation would need a...

OpenAI has not announced NICE or emc connectors. This is a speculative proposal for what a genuine UK Healthcare Public Data plugin would need to represent: not a translation of Am...

The true strategic ambition behind this announcement appears broader than clinical search: a governed environment spanning clinical work, research, operations, business and softwar...