CPD
When Commercial Incentives and Clinical Priorities Do Not Align
How engagement, subscriptions, growth and advertising can shape healthcare AI, and what transparent businesses should disclose and measure.
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iatroX JournalCPDJournal
Useful clinical reading, exam strategy, medical careers and thoughtful analysis of the tools shaping practice.
1235 articles for “CPD”
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Articles for “CPD”
Clinical AI
The True Cost of Healthcare AI: Who Pays for Checking, Correcting and Maintaining It?
A whole-workflow cost model for clinical AI, separating subscription fees, verification effort, released capacity and genuine cash savings.
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"Only a 1% Error Rate": The Denominator That Changes Everything
Why an AI error percentage needs a unit, severity definition and exposure context before clinicians or NHS buyers can interpret it.
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Does AI Deskill Doctors? What the Evidence Can and Cannot Tell Us
Clinical AI may improve immediate performance while changing learning opportunities; examine the evidence for deskilling and the cognitive demands of integrated workflows.
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An AI Answer With References Can Still Be Wrong
A four-stage method for checking whether clinical AI citations exist, support the claim, remain current and apply to the patient and setting.
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The UK AI Product-Liability Consultation: What Could Change for Healthcare?
The October 2026 Law Commission consultation proposes changes for software and AI liability, but it is not enacted law or automatic protection for clinicians.
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Beyond AMBOSS Knowledge Profile: iatroX's direction for lifelong clinical learning
Why medical learning profiles should extend beyond exams, how iatroX connects practice with CPD, and what its next stage of expansion should deliver.
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AMBOSS Knowledge Profile vs iatroX: which kind of personalised medical learning do you need?
Compare AMBOSS Knowledge Profile with iatroX adaptive practice, tutoring, planning, simulations and CPD, separating product features from evidence.
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What the Next AMIE Trial Needs to Prove
The next AMIE evaluation should test patient consequences, whole-episode workload and appropriate reliance, not merely repeat a feasibility or diagnostic-list result.
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Did AMIE Really Match Doctors? Why the Comparison Is More Complicated
AMIE and clinicians received similar ratings on some research measures, but different information and encounter conditions limit a simple AI-versus-doctor verdict.
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Teaching Clinical Reasoning After AMIE: What Should Medical Students and GP Trainees Practise?
Medical learners should practise gathering information independently, challenging AI summaries and explaining decisions, without treating AMIE as proof of deskilling.
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Training Doctors to Supervise Healthcare Agents: Beyond AI Literacy
A proposed educational approach to supervising healthcare agents through missing-information cases, unsuitable plans, false completion and source conflicts.
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