Enhancing LLMs' Clinical Reasoning with Real-World Data from a Nationwide Sepsis Registry. - Junu Kim; Chaeeun Shim; Sungjin Park; Su Yeon Lee; Gee Young Suh; Chae-Man Lim; Seong Jin Choi; Song Mi Moon; Kyoung-Ho Song; Eu Suk Kim; Hong Bin Kim; Sejoong Kim; et al. (CoRR, 2025)