Clinical AI, <span class="bg-gradient-to-r from-brand to-brand-mid bg-clip-text text-transparent">honestly explained.

October 23, 2026 · 17 min read

How accurate are AI medical scribes?

What independent studies and a government audit found about AI scribe accuracy: real error rates, the failure modes, and how to review safely.

October 21, 2026 · 12 min read

Abdominal pain differential diagnosis by location

A clinician's reference for abdominal pain differential diagnosis: causes by quadrant, red flags, imaging choice and older-adult pitfalls.

October 20, 2026 · 14 min read

Language barriers in healthcare: a clinician's guide

How language barriers harm care, who should interpret, a protocol for interpreted consultations, and what the evidence says about AI translation.

October 19, 2026 · 10 min read

Headache differential diagnosis: red flags and causes

A clinician's reference for headache differential diagnosis: primary vs secondary causes, SNNOOP10 red flags, base rates and when imaging is needed.

October 17, 2026 · 11 min read

Clinical decision support systems (CDSS) explained

What a clinical decision support system is, the types, what the evidence shows, why alerts get overridden, and when a CDSS is a regulated device.

October 17, 2026 · 12 min read

What is an AI medical scribe? A guide for doctors

What an AI medical scribe is, how the ambient pipeline works, what the 2025 evidence shows on time saved and burnout, accuracy limits and consent.

October 16, 2026 · 11 min read

What is a differential diagnosis? Method and examples

What a differential diagnosis is, how to build and narrow one, the frameworks clinicians use, the reasoning errors to avoid, and a worked example.

Doctor efficiency

Physician burnout: causes, signs and solutions that work

Physician burnout explained for clinicians: WHO definition, 2025 prevalence data, the main causes, warning signs, and the evidence on what reduces it.

October 14, 2026 · 12 min read

October 13, 2026 · 12 min read

Drug-drug interactions: a practical guide for prescribers

A prescriber's guide to drug-drug interactions: pharmacokinetic vs pharmacodynamic mechanisms, CYP450, the most dangerous combinations and safe checking.

October 11, 2026 · 9 min read

How to write a SOAP note: structure, examples and common mistakes

A practical guide to the SOAP note for clinicians — what belongs in Subjective, Objective, Assessment and Plan, a worked example, the mistakes to avoid, and how an AI scribe drafts it for you to review.

October 11, 2026 · 10 min read

Chest pain differential diagnosis: a clinician's guide

A structured approach to the differential diagnosis of chest pain for clinicians — the life-threatening causes to exclude first, history and exam features that shift probability, red flags, and how decision support helps you reason.

The hidden cost of clinical documentation

The note isn't free. The real price of clinical documentation is paid in time, attention and after-hours work — here's the honest accounting, and what actually reduces it.

How AI medical scribes actually work

From the audio in the room to a structured SOAP note: a clear, non-hyped explanation of how an AI medical scribe works — transcription, drafting, and the all-important review step.

AI scribe vs human scribe: an honest comparison

Human scribes and AI scribes both take documentation off your plate — differently. A fair look at cost, accuracy, privacy and control, with no thumb on the scale.

June 13, 2026 · 5 min read

SOAP vs POMR: choosing a clinical note format

SOAP and the problem-oriented medical record are the two formats most clinical notes follow. What each is, where each fits, and why structure matters more than ever with AI in the loop.

Doctor efficiency

Doctor burnout and administrative burden, by the numbers

Burnout isn't just about long hours — it's about the kind of hours. A look at what the published research says about administrative burden, and where technology can genuinely help.

Doctor efficiency

How AI is changing outpatient practice in 2026

Ambient documentation, patient flow, decision support and the move to mobile — a grounded look at how AI is reshaping the outpatient clinic day, without the science fiction.

June 13, 2026 · 7 min read

Generative AI in clinical practice: a measured guide

Generative AI can draft, summarise and suggest — and it can also be confidently wrong. A measured guide to where it helps in clinical practice and how to use it without getting burned.

Healthcare technology

Clinical AI for cardiologists: where it earns its place

Dense histories, complex medications and high-stakes red flags make cardiology a demanding documentation specialty. Where clinical AI genuinely helps a cardiologist — and where it stays out of the way.

June 12, 2026 · 7 min read

ChatGPT for doctors: what it does well — and where it breaks in clinical practice

General chatbots are remarkable, but the exam room has rules they weren't built for. An honest look at using ChatGPT in clinical work, and what a purpose-built clinical assistant does differently.