Key result
ChatGPT shows fair agreement with bariatric surgeons, aligning with ASMBS guidelines ~60% of the time.
Why the study?
Integrating artificial intelligence into healthcare requires evaluating its proficiency in offering guidance relative to human expert physicians.
Does ChatGPT provide bariatric surgery recommendations concordant with bariatric surgeons and ASMBS guidelines?
Observational
Does ChatGPT provide bariatric surgery recommendations concordant with bariatric surgeons and ASMBS guidelines?
Effect estimate: Kappa 0.37 (95% CI -0.14, 0.89)
ChatGPT shows potential in offering guidance on bariatric surgery for simple cases but lacks the comprehensive, personalized perspective of surgeons for complex scenarios.
ChatGPT recommendations warrant caution in bariatric decisions; leaves open its utility pending validation studies.
Integrating artificial intelligence (AI) into healthcare prompts the need to measure its proficiency relative to human experts. This study evaluates the proficiency of ChatGPT, an OpenAI language model, in offering guidance concerning bariatric surgery compared to bariatric surgeons. Five clinical scenarios representative of diverse bariatric surgery situations were given to American Society for Metabolic and Bariatric Surgery (ASMBS)-accredited bariatric surgeons and ChatGPT. Both groups proposed medical or surgical management for the patients depicted in each scenario. The outcomes from both the surgeons and ChatGPT were examined and matched with the clinical benchmarks set by the ASMBS. There was a high degree of agreement between ChatGPT and physicians on the three simpler clinical scenarios. There was a positive correlation between physicians' and ChatGPT answers for not recommending surgery. ChatGPT's advice aligned with ASMBS guidelines 60% of the time, in contrast to bariatric surgeons, who consistently aligned with the guidelines 100% of the time. ChatGPT showcases potential in offering guidance on bariatric surgery, but it does not have the comprehensive and personalized perspective that doctors exhibit consistently. Enhancing AI's training on intricate patient situations will bolster its role in the medical field.
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Kahlon et al. (2024) conducted an observational in Bariatric surgery. ChatGPT version 4 vs. ASMBS-accredited bariatric surgeons was evaluated on Agreement between surgical recommendations provided by ChatGPT's 1st run and the surgeons (Kappa 0.37, 95% CI -0.14, 0.89). ChatGPT demonstrated a fair amount of agreement (Kappa 0.37) with bariatric surgeons in providing surgical recommendations, aligning with ASMBS guidelines 60% of the time compared to 100% for surgeons.
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