Journal

A single AI patient consultation tests one conversation. A simulated electronic patient record and virtual ward test the fuller clinical workflow: documentation, prescribing, multi...

DailyMed materially improves US medicines information. It does not create a UK medication reference layer. Why a correct US product label can still produce a wrong UK prescribing a...

ClinicalKey AI, Dyna AI, UpToDate Expert AI, OpenEvidence and ChatGPT for Clinicians compared by jurisdiction: a powerful global evidence tool is not automatically the right tool f...

Deprescribing is not prescribing in reverse: goals, time to benefit, withdrawal risk and what matters to the resident lead; how AI can organise a fourteen-medicine review without p...

AI should increase active reasoning and source navigation on a V300, not complete assignments or bypass pharmacology; the appropriate and high-risk lists, and the six-step learning...

AI routinely collapses evidence-supported, guideline-recommended and licensed into one claim; the three states separated, the eight things a complete answer must state, and the doc...

Generic drug-level answers hide clinically material differences: formulation, device, concentration, licensed population, excipients; why emc is organised by product, and the seven...

Not every decision can be verified in 90 seconds, and every AI answer can be screened in 90 seconds; the six-stage check, and the red flags that promote an answer to full review.

The published protocol for a transparent, repeatable benchmark of AI prescribing-information tools: 100 to 150 fictional questions, ten scoring domains, blinded expert review, and ...

AI does not add an eleventh competency; it changes how prescribers demonstrate the existing ten. The full mapping: appropriate use, unsafe shortcut and portfolio evidence for every...

Antimicrobial choice is decided by local resistance, setting, allergy and stewardship policy; why global models vary where it matters, what the Ask Eolas simulation does and does n...

Weak prescribing answers stop at drug and dose; safe prescribing runs from baseline checks through initiation, early review, maintenance, sick-day rules, stopping criteria and esca...