Assessing and Optimizing Large Language Models on Spondyloarthritis Multi-Choice Question Answering: Protocol for Enhancement and Assessment

Anan Wang   ^{1 *} , BD ;   Yunong Wu   ^{2 *} , PhD ;   Xiaojian Ji   ^{3 *} , MD ;   Xiangyang Wang   ^{4 *} , BD ;   Jiawen Hu   ³ , MD ;   Fazhan Zhang   ² , MS ;   Zhanchao Zhang   ² , MS ;   Dong Pu   ² , BD ;   Lulu Tang   ⁴ , BD ;   Shikui Ma   ² , MS ;   Qiang Liu   ⁴ , PhD ;   Jing Dong   ¹ , MSA ;   Kunlun He   ¹ , PhD ;   Kunpeng Li   ³ , MD ;   Da Teng   ⁴ , PhD ;   Tao Li   ¹ , MS

¹ Department of Medical Innovation Research, Chinese PLA General Hospital, Beijing, China

² Dataa Robotics Co, Ltd, Beijing, China

³ Department of Rheumatology and Immunology, First Medical Center, Chinese PLA General Hospital, Beijing, China

⁴ Beijing Institute of Petrochemical Technology, Beijing, China

*these authors contributed equally