Journal

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...

Heidi is an integrated care partner whose evidence function sits beside documentation; iatroX is a dedicated knowledge, reasoning and learning layer; the full-consultation walkthro...

Three UK clinical answer engines, three architectures of trust: direct source retrieval, national-plus-organisational search, and a curated GP-authored archive; six test questions ...

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...

Not a contest: iatroX is the AI front door that starts from the clinical question; emc is the source of record for the exact product; the three test questions that show when each l...

A real citation can sit under a wrong answer: five citation failures, the 2026 evidence that even the best AI drug-information tools score below pharmacists, and the verification s...

Prescribing errors often come from consulting a reputable source built for a different question; the question-to-source matrix for emc, NICE and CKS, SIGN, SPS, MHRA, local policy ...

Medically plausible and examinably wrong: how the same clinical question diverges across the UK, US, Canada and Australia, and the published protocol for testing any AI tool's juri...

The honest time equation is answer time minus verification time, and unverified answers are borrowed time with interest; the five-minute student workflow that keeps AI a net saving...

Stockley's, the Renal Drug Database, Medusa, NEWT, TOXBASE, UKTIS and the SPS tools: the specialist layer every UK clinician should know exists, and the moments each one is the onl...

dm+d is the NHS dictionary of medicines and devices, the coding layer under every electronic prescription; what it contains, why it cannot answer clinical questions, and how the la...