Comparative evaluation of large language models for hip fracture-related patient questions: DeepSeek-V3-FW, Gemini 2.0 Flash, and ChatGPT-4.5.
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| Title: | Comparative evaluation of large language models for hip fracture-related patient questions: DeepSeek-V3-FW, Gemini 2.0 Flash, and ChatGPT-4.5. |
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| Authors: | Zhang Y; Department of Orthopaedics and Traumatology, The Chinese University of Hong Kong, Hong Kong, China., Huang T; Department of Orthopaedics and Traumatology, The Chinese University of Hong Kong, Hong Kong, China., Liu C; Department of Orthopaedics and Traumatology, The Chinese University of Hong Kong, Hong Kong, China., Miller AN; Department of Orthopedics, Dartmouth Hitchcock Medical Center and the Geisel School of Medicine at Dartmouth, Lebanon, NH, USA., Yang M; Department of Orthopaedics and Traumatology, Beijing Jishuitan Hospital, Beijing, China., Harris IA; School of Clinical Medicine, Faculty of Medicine and Health, UNSW, Sydney, Australia., Sawaguchi T; Department of Traumatology, Fukushima Medical University, Fukushima, Japan., Miclau T; Department of Orthopaedic Surgery, University of California, School of Medicine, Orthopaedic Trauma Institute, Zuckerberg San Francisco General Hospital, San Francisco, CA, USA., Tian M; School of Public Health, Harbin Medical University, Harbin, China., Chui CS; Department of Orthopaedics and Traumatology, The Chinese University of Hong Kong, Hong Kong, China., Zhang N; Department of Orthopaedics and Traumatology, The Chinese University of Hong Kong, Hong Kong, China., Cheung WH; Department of Orthopaedics and Traumatology, The Chinese University of Hong Kong, Hong Kong, China., Wong RMY; Department of Orthopaedics and Traumatology, The Chinese University of Hong Kong, Hong Kong, China. |
| Source: | Digital health [Digit Health] 2026 Jan 30; Vol. 12, pp. 20552076251412989. Date of Electronic Publication: 2026 Jan 30 (Print Publication: 2026). |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: SAGE Publications Ltd Country of Publication: United States NLM ID: 101690863 Publication Model: eCollection Cited Medium: Print ISSN: 2055-2076 (Print) Linking ISSN: 20552076 NLM ISO Abbreviation: Digit Health Subsets: PubMed not MEDLINE |
| Database: | MEDLINE Ultimate |
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| FullText | Links: – Type: pdflink Text: Availability: 1 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 41623725 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Comparative evaluation of large language models for hip fracture-related patient questions: DeepSeek-V3-FW, Gemini 2.0 Flash, and ChatGPT-4.5. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Zhang+Y%22">Zhang Y</searchLink>; Department of Orthopaedics and Traumatology, The Chinese University of Hong Kong, Hong Kong, China.<br /><searchLink fieldCode="AU" term="%22Huang+T%22">Huang T</searchLink>; Department of Orthopaedics and Traumatology, The Chinese University of Hong Kong, Hong Kong, China.<br /><searchLink fieldCode="AU" term="%22Liu+C%22">Liu C</searchLink>; Department of Orthopaedics and Traumatology, The Chinese University of Hong Kong, Hong Kong, China.<br /><searchLink fieldCode="AU" term="%22Miller+AN%22">Miller AN</searchLink>; Department of Orthopedics, Dartmouth Hitchcock Medical Center and the Geisel School of Medicine at Dartmouth, Lebanon, NH, USA.<br /><searchLink fieldCode="AU" term="%22Yang+M%22">Yang M</searchLink>; Department of Orthopaedics and Traumatology, Beijing Jishuitan Hospital, Beijing, China.<br /><searchLink fieldCode="AU" term="%22Harris+IA%22">Harris IA</searchLink>; School of Clinical Medicine, Faculty of Medicine and Health, UNSW, Sydney, Australia.<br /><searchLink fieldCode="AU" term="%22Sawaguchi+T%22">Sawaguchi T</searchLink>; Department of Traumatology, Fukushima Medical University, Fukushima, Japan.<br /><searchLink fieldCode="AU" term="%22Miclau+T%22">Miclau T</searchLink>; Department of Orthopaedic Surgery, University of California, School of Medicine, Orthopaedic Trauma Institute, Zuckerberg San Francisco General Hospital, San Francisco, CA, USA.<br /><searchLink fieldCode="AU" term="%22Tian+M%22">Tian M</searchLink>; School of Public Health, Harbin Medical University, Harbin, China.<br /><searchLink fieldCode="AU" term="%22Chui+CS%22">Chui CS</searchLink>; Department of Orthopaedics and Traumatology, The Chinese University of Hong Kong, Hong Kong, China.<br /><searchLink fieldCode="AU" term="%22Zhang+N%22">Zhang N</searchLink>; Department of Orthopaedics and Traumatology, The Chinese University of Hong Kong, Hong Kong, China.<br /><searchLink fieldCode="AU" term="%22Cheung+WH%22">Cheung WH</searchLink>; Department of Orthopaedics and Traumatology, The Chinese University of Hong Kong, Hong Kong, China.<br /><searchLink fieldCode="AU" term="%22Wong+RMY%22">Wong RMY</searchLink>; Department of Orthopaedics and Traumatology, The Chinese University of Hong Kong, Hong Kong, China. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22101690863%22">Digital health</searchLink> [Digit Health] 2026 Jan 30; Vol. 12, pp. 20552076251412989. <i>Date of Electronic Publication: </i>2026 Jan 30 (<i>Print Publication: </i>2026). – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22SAGE+Publications+Ltd%22">SAGE Publications Ltd </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>101690863 <i>Publication Model: </i>eCollection <i>Cited Medium: </i>Print <i>ISSN: </i>2055-2076 (Print) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2220552076%22">20552076 </searchLink><i>NLM ISO Abbreviation: </i>Digit Health <i>Subsets: </i>PubMed not MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=41623725 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1177/20552076251412989 Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: 20552076251412989 Titles: – TitleFull: Comparative evaluation of large language models for hip fracture-related patient questions: DeepSeek-V3-FW, Gemini 2.0 Flash, and ChatGPT-4.5. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Zhang Y – PersonEntity: Name: NameFull: Huang T – PersonEntity: Name: NameFull: Liu C – PersonEntity: Name: NameFull: Miller AN – PersonEntity: Name: NameFull: Yang M – PersonEntity: Name: NameFull: Harris IA – PersonEntity: Name: NameFull: Sawaguchi T – PersonEntity: Name: NameFull: Miclau T – PersonEntity: Name: NameFull: Tian M – PersonEntity: Name: NameFull: Chui CS – PersonEntity: Name: NameFull: Zhang N – PersonEntity: Name: NameFull: Cheung WH – PersonEntity: Name: NameFull: Wong RMY IsPartOfRelationships: – BibEntity: Dates: – D: 30 M: 01 Text: 2026 Jan 30 Type: published Y: 2026 Identifiers: – Type: issn-print Value: 2055-2076 Numbering: – Type: volume Value: 12 Titles: – TitleFull: Digital health Type: main |
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