Accuracy and Knowledge Base Evaluation of ChatGPT-4o, Gemini-2.0-Flash, and DeepSeek-V3 in Metabolic and Bariatric Surgery: an Expert-Rated Blinded Study.
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| Title: | Accuracy and Knowledge Base Evaluation of ChatGPT-4o, Gemini-2.0-Flash, and DeepSeek-V3 in Metabolic and Bariatric Surgery: an Expert-Rated Blinded Study. |
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| Authors: | Hany M; Department of Surgery, Alexandria Research Institute, Alexandria University, Alexandria, Egypt. mohamed.ashour@alexu.edu.eg.; Madina Women's Hospital, Alexandria, Egypt. mohamed.ashour@alexu.edu.eg., Zidan MH; Madina Women's Hospital, Alexandria, Egypt. mohamed.hessien1171@alexmed.edu.eg.; Alexandria University, Alexandria, Egypt. mohamed.hessien1171@alexmed.edu.eg.; The Research Papyrus Lab, Alexandria, Egypt. mohamed.hessien1171@alexmed.edu.eg., Parmar C; Department of Surgery, Whittington Health NHS Trust, London, UK.; University College London, London, UK., Shahmiri SS; Division of Minimally Invasive and Bariatric Surgery, Department of Surgery, Minimally Invasive Research Center, Hazrat‑E Fatemeh Hospital, School of Medicine, Iran University of Medical Sciences, Tehran, Islamic Republic of Iran.; Center of Excellence of European Branch of International Federation for Surgery of Obesity, Hazrat-E Fateme Hospital, Tehran, Islamic Republic of Iran., Altabbaa H; The Research Papyrus Lab, Alexandria, Egypt.; Al Basheer Hospital, Amman, Jordan., El-Shamarka A; Alexandria University, Alexandria, Egypt.; The Research Papyrus Lab, Alexandria, Egypt., Amgad A; The Research Papyrus Lab, Alexandria, Egypt.; Helwan University, Cairo, Egypt., Abdelkhalek IM; Alexandria University, Alexandria, Egypt.; City Hospital, Alexandria, Egypt., Assal AA; Sharq El Madina Hospital, Alexandria, Egypt., Abdou ME; Department of Surgery, Alexandria Research Institute, Alexandria University, Alexandria, Egypt.; The Research Papyrus Lab, Alexandria, Egypt., Kermansaravi M; Division of Minimally Invasive and Bariatric Surgery, Department of Surgery, Minimally Invasive Research Center, Hazrat‑E Fatemeh Hospital, School of Medicine, Iran University of Medical Sciences, Tehran, Islamic Republic of Iran.; Center of Excellence of European Branch of International Federation for Surgery of Obesity, Hazrat-E Fateme Hospital, Tehran, Islamic Republic of Iran. |
| Corporate Authors: | MBS Global Expert Collaborative Group |
| Source: | Obesity surgery [Obes Surg] 2026 May; Vol. 36 (5), pp. 2160-2171. Date of Electronic Publication: 2026 Mar 25. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Springer Science + Business Media Country of Publication: United States NLM ID: 9106714 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1708-0428 (Electronic) Linking ISSN: 09608923 NLM ISO Abbreviation: Obes Surg Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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