Comparative evaluation of large language models for hip fracture-related patient questions: DeepSeek-V3-FW, Gemini 2.0 Flash, and ChatGPT-4.5.

Saved in:
Bibliographic Details
Title: Comparative evaluation of large language models for hip fracture-related patient questions: DeepSeek-V3-FW, Gemini 2.0 Flash, and ChatGPT-4.5.
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
Full text is not displayed to guests.
FullText Links:
  – Type: pdflink
Text:
  Availability: 1
Header DbId: mdl
DbLabel: MEDLINE Ultimate
An: 41623725
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
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
ResultId 1