Journal

Jev's rubric interface could support formative simulation checks, but useful feedback must preserve context, allow challenge and improve later performance.

A clinical AI premium needs evidence of lower total effort and better-controlled workflows, not just a medical interface or a larger feature list.

A practical approach to clinical AI delegation that preserves understanding, meaningful review, recovery skills and professional learning.

Greater AI autonomy makes workflow specification, exception recognition and appropriate intervention important skills for clinicians to practise.

Compare TORTUS documentation and iatroX reference and learning, with an October 2026 distinction for the separate patient-facing TORTUS Health service.

No Work-specific tariff was established in the reviewed pre-launch material; assess possible pricing through completed tasks, supervision and total operating cost.

Why real citations do not settle patient-specific decisions, and how Heidi II changes the boundary between evidence, judgement and authorised action.

Seven proposed checks for Heidi's 30 September reveal focus on authorisation, execution, confirmation, exceptions and real-world access rather than polished drafts.

Use three original ABFM cases to distinguish a benign-looking limp from urgent infection or hip pathology and build a defensible reassessment plan.

Choose a pulmonary-nodule pathway from patient eligibility, morphology, size, growth and clinical risk rather than a single remembered interval.

Explain CRRT circuits, transport mechanisms, downtime, fluid balance and alarm reasoning through a dose-free FFICM teaching guide.

Understand the UK FCICM transition, ACRE format, AKT scoring and legacy partial-pass routes before planning a 2027 examination sitting.