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Automating methodological quality assessment in orthopedic systematic reviews using large language models.

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Title: Automating methodological quality assessment in orthopedic systematic reviews using large language models.
Authors: Huang YJ; Department of Orthopedic Surgery, Linkou Chang Gung Memorial Hospital, Taoyuan City, Taiwan., Chang KC; Department of Pharmacy, Linkou Chang Gung Memorial Hospital, Taoyuan City, Taiwan., Kuo YC; Department of Physical Medicine and Rehabilitation, Shin Kong Wu Ho-Su Memorial Hospital, Taipei, Taiwan., Tai CC; Medical Library, Department of Medical Education, Linkou Chang Gung Memorial Hospital, Taoyuan, Taiwan., Yang CP; Department of Orthopedic Surgery, Linkou Chang Gung Memorial Hospital, Taoyuan City, Taiwan.
Source: Journal of orthopaedic surgery (Hong Kong) [J Orthop Surg (Hong Kong)] 2026 May-Aug; Vol. 34 (2), pp. 10225536261459518. Date of Electronic Publication: 2026 Jun 07.
Publication Type: Journal Article
Journal Info: Publisher: Sage Publications Country of Publication: England NLM ID: 9440382 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2309-4990 (Electronic) Linking ISSN: 10225536 NLM ISO Abbreviation: J Orthop Surg (Hong Kong) Subsets: MEDLINE
Database: MEDLINE Ultimate
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PubType: Academic Journal
PubTypeId: academicJournal
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  Data: <searchLink fieldCode="AU" term="%22Huang+YJ%22">Huang YJ</searchLink>; Department of Orthopedic Surgery, Linkou Chang Gung Memorial Hospital, Taoyuan City, Taiwan.<br /><searchLink fieldCode="AU" term="%22Chang+KC%22">Chang KC</searchLink>; Department of Pharmacy, Linkou Chang Gung Memorial Hospital, Taoyuan City, Taiwan.<br /><searchLink fieldCode="AU" term="%22Kuo+YC%22">Kuo YC</searchLink>; Department of Physical Medicine and Rehabilitation, Shin Kong Wu Ho-Su Memorial Hospital, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Tai+CC%22">Tai CC</searchLink>; Medical Library, Department of Medical Education, Linkou Chang Gung Memorial Hospital, Taoyuan, Taiwan.<br /><searchLink fieldCode="AU" term="%22Yang+CP%22">Yang CP</searchLink>; Department of Orthopedic Surgery, Linkou Chang Gung Memorial Hospital, Taoyuan City, Taiwan.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Sage+Publications%22">Sage Publications </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>9440382 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2309-4990 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2210225536%22">10225536 </searchLink><i>NLM ISO Abbreviation: </i>J Orthop Surg (Hong Kong) <i>Subsets: </i>MEDLINE
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        Value: 10.1177/10225536261459518
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      – Code: eng
        Text: English
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      – TitleFull: Automating methodological quality assessment in orthopedic systematic reviews using large language models.
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            NameFull: Chang KC
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            NameFull: Tai CC
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            – D: 01
              M: 05
              Text: 2026 May-Aug
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              Y: 2026
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