AI MedEd ObservatoryWhat Can AI Do in Medical Education? An observatory

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Published prompts

Published prompts

Prompts extracted, summarized, or adapted from published studies, with copyright status and editorial notes.

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Creative Commons Attribution 4.0 International License (CC BY 4.0)Structured prompt template

Concordance of Professional Judgment item generation prompt template

Notes: Original full prompt evaluated with ChatGPT-5 Thinking and Gemini 2.5 Pro to generate CoPJ item drafts across 28 topics in the Turkish Medical Association's ethical declarations. Intended for formative content developmen...

Sources: Large language models in professionalism and ethical decision-making education: a transferable process for generating concordance of professional judgment items, Supplementary Material 1 (full prompt)

Related subquestions: What can AI do for generating Concordance of Professional Judgment items?

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Fair-useFull structured one-shot prompt

Problem-based learning scenario generation prompt

Notes: The study used ChatGPT-5.2 Thinking in January 2026, generated each scenario in a separate conversation, and evaluated 10 AI scenarios matched to existing faculty scenarios.

Sources: Expert evaluation of AI-assisted scenario design for interactive problem based learning environments in medical education, Publisher article and supplementary material

Related subquestions: What can AI do for generating PBL scenarios?

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