AI-Driven Objective Structured Clinical Examination Generation in Digital Health Education: Comparative Analysis of Three GPT-4o Configurations

Structured prompting strategies, particularly agents' simulation, enhance the reliability and usability of LLM-generated OSCE content. These results support the use of artificial intelligence in medical education, while confirming the need for expert validation.

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Publication Details

Journal
JMIR Medical Education
Published
2026-01-15
DOI
https://doi.org/10.2196/82116
Citations
1
Primary Topic
Artificial Intelligence in Healthcare and Education
Type
article
Field-Weighted Citation Impact
17.70
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article

AI-Driven Objective Structured Clinical Examination Generation in Digital Health Education: Comparative Analysis of Three GPT-4o Configurations

Anita Burgun, Rosy Tsopra, Zineb Zouakia, Emmanuel Logak et al.
1 citations
JMIR Medical Education
Artificial Intelligence in Healthcare and Education
17.70
article

AI-Driven Objective Structured Clinical Examination Generation in Digital Health Education: Comparative Analysis of Three GPT-4o Configurations

Anita Burgun, Rosy Tsopra, Zineb Zouakia, Emmanuel Logak, Alan Szymczak
article en
1 citations

Abstract

Structured prompting strategies, particularly agents' simulation, enhance the reliability and usability of LLM-generated OSCE content. These results support the use of artificial intelligence in medical education, while confirming the need for expert validation.

JMIR Medical EducationVol. 12
Hôpital Necker-Enfants Malades (FR), Inserm (FR), Université Paris Cité (FR), Sorbonne Paris Cité (FR), Assistance Publique – Hôpitaux de Paris (FR), Hôpital Européen (FR), Institut des Maladies Génétiques Imagine (FR)
Openalex Percentile: Top 3%
Artificial Intelligence in Healthcare and Education
17.70
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