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Published on in Vol 12 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/100179, first published .
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Human-Edited Generative AI-Assisted Multiple-Choice Questions in Postgraduate Family Medicine: Blinded Cross-Sectional Comparative Psychometric Study

Human-Edited Generative AI-Assisted Multiple-Choice Questions in Postgraduate Family Medicine: Blinded Cross-Sectional Comparative Psychometric Study

Kai Ping Sze   1, 2 , MBBS, MMed, FCFP ;   Jia Qing Lim   2 , MBBS, MMed ;   Yng Miin Loke   3 , PhD ;   Teck Yong Gabriel Ding   2 , MBBS, MMed, FCFP ;   Wei Chieh Wee   1 , MBBS, MMed, FCFP ;   Tongyuan Chen   2 , MBBS, MMed, FCFP ;   Jingkai Lawrence Wu   2 , MBBS, MMed ;   Vivek Bansal   2 , MBBS, MMed, FCFP ;   Qi Wei Fong   2 * , MBBS, MMed ;   Minyang Chow   1, 3, 4 * , MBBS, MMed, MHPE

1 LKC School of Medicine, Nanyang Technological University, Singapore, Singapore

2 NHG Polyclinics, Population Health Campus, National Healthcare Group, Singapore, Singapore

3 Clinical Education, National Healthcare Group, Singapore, Singapore

4 Professional Training and Standards Division, Ministry of Health, Singapore, Singapore, Singapore

*these authors contributed equally

Corresponding Author:

  • Kai Ping Sze, MBBS, MMed, FCFP
  • NHG Polyclinics, Population Health Campus, National Healthcare Group
  • 690 Yishun Ring Road
  • Singapore 769567
  • Singapore
  • Phone: 65 63553000
  • Email: kai.ping.sze@nhghealth.com.sg