The Advanced Reasoning Capabilities of Large Language Models for Detecting Contraindicated Options in Medical Exams
Publication
, Journal Article
Yano, Y; Ohashi, M; Miyagami, T; Mori, H; Nishizaki, Y; Daida, H; Naito, T
Published in: Jmir Medical Informatics
January 1, 2025
Enhancing clinical reasoning and reducing diagnostic errors are essential in medical practice; OpenAI-o1, with advanced reasoning capabilities, performed better than GPT-4 on 15 Japanese National Medical Licensing Examination questions (accuracy: 100% vs 80%; contraindicated option detection: 87% vs 73%), though findings are preliminary due to the small sample size.
Duke Scholars
Published In
Jmir Medical Informatics
DOI
EISSN
2291-9694
Publication Date
January 1, 2025
Volume
13
Related Subject Headings
- 4203 Health services and systems
Citation
APA
Chicago
ICMJE
MLA
NLM
Yano, Y., Ohashi, M., Miyagami, T., Mori, H., Nishizaki, Y., Daida, H., & Naito, T. (2025). The Advanced Reasoning Capabilities of Large Language Models for Detecting Contraindicated Options in Medical Exams. Jmir Medical Informatics, 13. https://doi.org/10.2196/68527
Yano, Y., M. Ohashi, T. Miyagami, H. Mori, Y. Nishizaki, H. Daida, and T. Naito. “The Advanced Reasoning Capabilities of Large Language Models for Detecting Contraindicated Options in Medical Exams.” Jmir Medical Informatics 13 (January 1, 2025). https://doi.org/10.2196/68527.
Yano Y, Ohashi M, Miyagami T, Mori H, Nishizaki Y, Daida H, et al. The Advanced Reasoning Capabilities of Large Language Models for Detecting Contraindicated Options in Medical Exams. Jmir Medical Informatics. 2025 Jan 1;13.
Yano, Y., et al. “The Advanced Reasoning Capabilities of Large Language Models for Detecting Contraindicated Options in Medical Exams.” Jmir Medical Informatics, vol. 13, Jan. 2025. Scopus, doi:10.2196/68527.
Yano Y, Ohashi M, Miyagami T, Mori H, Nishizaki Y, Daida H, Naito T. The Advanced Reasoning Capabilities of Large Language Models for Detecting Contraindicated Options in Medical Exams. Jmir Medical Informatics. 2025 Jan 1;13.
Published In
Jmir Medical Informatics
DOI
EISSN
2291-9694
Publication Date
January 1, 2025
Volume
13
Related Subject Headings
- 4203 Health services and systems