The Advanced Reasoning Capabilities of Large Language Models for Detecting Contraindicated Options in Medical Exams

Yuichiro Yano   ^{1, 2} , MD, PhD ;   Mizuki Ohashi   ¹ , MD, PhD ;   Taiju Miyagami   ¹ , MD, PhD ;   Hirotake Mori   ¹ , MD, PhD ;   Yuji Nishizaki   ³ , MD, MPH, PhD ;   Hiroyuki Daida   ⁴ , MD, PhD ;   Toshio Naito   ¹ , MD, PhD

¹ Department of General Medicine, Juntendo University Faculty of Medicine, Tokyo, Japan

² AI Incubation Farm, Juntendo University Faculty of Medicine, Tokyo, Japan

³ Division of Medical Education, Juntendo University School of Medicine, Tokyo, Japan

⁴ Department of Cardiovascular Biology and Medicine, Juntendo University Graduate School of Medicine, Tokyo, Japan