Developing and Validating a Coding Scheme for Clinical Reasoning in History Taking Using Generative AI–Based Virtual Patients: Systematic Text Condensation Approach

Naping Chen   ¹ , MM ;   Luzhen Tang   ² , BMgt ;   Yang Liu   ¹ , MM ;   Changmin Lin   ³ , MD ;   Zijian Li   ² , BSc, BEng ;   Chujun Shi   ¹ , BM ;   Mengyu Xia   ² , BSc ;   Dragan Gasevic   ⁴ , DCS, Prof Dr ;   Danijela Gasevic   ⁵ , MD, PhD ;   Jinbin Zheng   ⁶ , MM ;   Yizhou Fan   ^{2 *} , PhD ;   Xinyu Li   ^{4 *} , DCS

¹ Department of Clinical Skills Training Center, Shantou University Medical College, Shantou, Guangdong, China

² Graduate School of Education, Peking University, Beijing, China

³ Office of Teaching Affairs, Shantou University Medical College, Shantou, Guangdong, China

⁴ Faculty of Information Technology, Monash University, Melbourne, Australia

⁵ School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia

⁶ Department of Cardiology, The First Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong, China

*these authors contributed equally