Large Language Models for Psychiatric Diagnosis Based on Multicenter Real-World Clinical Records: Comparative Study

Maoqian Sun   ^{1, 2} , MD ;   Jia Yu   ³ , MD ;   Zhuhong Long   ² , MD ;   Yun Yang   ² , MD ;   Tao Xiao   ⁴ , MD ;   Jiaquan Liang   ⁵ , MD ;   Jun Feng   ⁶ , MD ;   Huaili Deng   ⁷ , MD ;   Guoping Huang   ² , MD, PhD

¹ Mental Health Center, University-Town Hospital of Chongqing Medical University, Chongqing, China

² Sichuan Mental Health Center, The Third Hospital of Mianyang, Mianyang, China

³ Third People's Hospital of Panzhihua, Panzhihua, China

⁴ The Third People's Hospital of Ganzhou, Ganzhou, China

⁵ The Third People's Hospital of Foshan, Foshan, China

⁶ Lanzhou Third People's Hospital, Lanzhou, China

⁷ Shanxi Provincial Mental Health Center, Taiyuan, China