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Enhancing responses from large language models with role-playing prompts: a comparative study on answering frequently asked questions about total knee arthroplasty.

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Title: Enhancing responses from large language models with role-playing prompts: a comparative study on answering frequently asked questions about total knee arthroplasty.
Authors: Chen YC; Department of Orthopaedic Surgery, Chang Gung Memorial Hospital, Taoyuan, 333, Taiwan., Lee SH; Department of Orthopaedic Surgery, Chang Gung Memorial Hospital, Taoyuan, 333, Taiwan., Sheu H; Department of Orthopaedic Surgery, Chang Gung Memorial Hospital, Taoyuan, 333, Taiwan., Lin SH; Institute of Statistics, National Yang Ming Chiao Tung University, Hsinchu, Taiwan.; Institute of Data Science and Engineering, National Yang Ming Chiao Tung University, Hsinchu, Taiwan.; Department of Applied Mathematics, National Dong Hwa University, Hualien, Taiwan.; Department of Biochemical and Molecular Medical Sciences, National Dong Hwa University, Hualien, Taiwan., Hu CC; Department of Orthopaedic Surgery, Chang Gung Memorial Hospital, Taoyuan, 333, Taiwan., Fu SC; Institute of Statistics, National Yang Ming Chiao Tung University, Hsinchu, Taiwan.; Department of Biochemical and Molecular Medical Sciences, National Dong Hwa University, Hualien, Taiwan., Yang CP; Department of Orthopaedic Surgery, Chang Gung Memorial Hospital, Taoyuan, 333, Taiwan. ronnie80097@gmail.com., Lin YC; Department of Orthopaedic Surgery, Chang Gung Memorial Hospital, Taoyuan, 333, Taiwan. B101092127@tmu.edu.tw.
Source: BMC medical informatics and decision making [BMC Med Inform Decis Mak] 2025 May 23; Vol. 25 (1), pp. 196. Date of Electronic Publication: 2025 May 23.
Publication Type: Journal Article; Comparative Study
Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 101088682 Publication Model: Electronic Cited Medium: Internet ISSN: 1472-6947 (Electronic) Linking ISSN: 14726947 NLM ISO Abbreviation: BMC Med Inform Decis Mak Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Enhancing responses from large language models with role-playing prompts: a comparative study on answering frequently asked questions about total knee arthroplasty.
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  Data: <searchLink fieldCode="AU" term="%22Chen+YC%22">Chen YC</searchLink>; Department of Orthopaedic Surgery, Chang Gung Memorial Hospital, Taoyuan, 333, Taiwan.<br /><searchLink fieldCode="AU" term="%22Lee+SH%22">Lee SH</searchLink>; Department of Orthopaedic Surgery, Chang Gung Memorial Hospital, Taoyuan, 333, Taiwan.<br /><searchLink fieldCode="AU" term="%22Sheu+H%22">Sheu H</searchLink>; Department of Orthopaedic Surgery, Chang Gung Memorial Hospital, Taoyuan, 333, Taiwan.<br /><searchLink fieldCode="AU" term="%22Lin+SH%22">Lin SH</searchLink>; Institute of Statistics, National Yang Ming Chiao Tung University, Hsinchu, Taiwan.; Institute of Data Science and Engineering, National Yang Ming Chiao Tung University, Hsinchu, Taiwan.; Department of Applied Mathematics, National Dong Hwa University, Hualien, Taiwan.; Department of Biochemical and Molecular Medical Sciences, National Dong Hwa University, Hualien, Taiwan.<br /><searchLink fieldCode="AU" term="%22Hu+CC%22">Hu CC</searchLink>; Department of Orthopaedic Surgery, Chang Gung Memorial Hospital, Taoyuan, 333, Taiwan.<br /><searchLink fieldCode="AU" term="%22Fu+SC%22">Fu SC</searchLink>; Institute of Statistics, National Yang Ming Chiao Tung University, Hsinchu, Taiwan.; Department of Biochemical and Molecular Medical Sciences, National Dong Hwa University, Hualien, Taiwan.<br /><searchLink fieldCode="AU" term="%22Yang+CP%22">Yang CP</searchLink>; Department of Orthopaedic Surgery, Chang Gung Memorial Hospital, Taoyuan, 333, Taiwan. ronnie80097@gmail.com.<br /><searchLink fieldCode="AU" term="%22Lin+YC%22">Lin YC</searchLink>; Department of Orthopaedic Surgery, Chang Gung Memorial Hospital, Taoyuan, 333, Taiwan. B101092127@tmu.edu.tw.
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              Text: 2025 May 23
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