Published Prompts for AI in Medical Education

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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Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International License

Medical MCQ generation prompt template (case-based)

Notes: Original prompt for generating case-based single-best-answer MCQs in medical education. Adapted into a Custom GPT while preserving the original instructional framework. Intended as a prompt resource rather than evidence...

Sources: Original source, Custom GPT version

Related subquestions: What can AI do for generating MCQs?

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Fair use

NBME-style clinical vignette MCQ prompt template

Notes: Prompt for generating NBME-style single-best-answer multiple-choice questions using authentic clinical vignettes. Asks the model to include a four-sentence patient scenario, vital signs, and physical examination findings...

Sources: Original source

Related subquestions: What can AI do for generating MCQs?

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Creative Commons Attribution-NonCommercial License 4.0

Prompt for generating key-feature questions (problems) in medical education

Sources: Large language models for generating key-feature questions in medical education

Related subquestions: What can AI do for generating key-feature questions?

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Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International License

Script Concordance Test generation prompt template in medical education

Sources: Original source

Related subquestions: What can AI do for generating script concordance tests?

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