Application of Large Language Models in Medical Training Evaluation—Using ChatGPT as a Standardized Patient: Multimetric Assessment

Chenxu Wang   ^{1, 2, 3} , BSc ;   Shuhan Li   ^{1, 2} , BSc ;   Nuoxi Lin   ^{1, 2} , BSc ;   Xinyu Zhang   ³ , BSc ;   Ying Han   ³ , NP, MSc ;   Xiandi Wang   ³ , MD ;   Di Liu   ^{1, 2, 4} , PhD ;   Xiaomei Tan   ² , PhD ;   Dan Pu   ³ , MD ;   Kang Li   ^{1, 2, 4 *} , PhD ;   Guangwu Qian   ^{1, 5 *} , PhD ;   Rong Yin   ^{1, 2, 4 *} , PhD

¹ West China Biomedical Big Data Center, West China Hospital, Sichuan University, Chengdu, China

² Department of Industrial Engineering, Pittsburgh Institute, Sichuan University, Chengdu, China

³ Department of Medical Simulation Center, West China Hospital, Sichuan University, Chengdu, China

⁴ Med-X Center for Informatics, Sichuan University, Chengdu, China

⁵ Department of Computer Science, Pittsburgh Institute, Sichuan University, Chengdu, China

*these authors contributed equally