View in EDS

Evaluating reasoning models for therapy recommendations in gastrointestinal stromal tumors: expert and LLM-based evaluations of OpenAI o1 and DeepSeek-R1.

Saved in:
Bibliographic Details
Title: Evaluating reasoning models for therapy recommendations in gastrointestinal stromal tumors: expert and LLM-based evaluations of OpenAI o1 and DeepSeek-R1.
Authors: Harbrücker M; Department of Surgery, Medical Faculty Mannheim, University Medical Center Mannheim, University of Heidelberg, Mannheim, Germany.; DKFZ-Hector Cancer Institute, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany., Menge F; Department of Surgery, Medical Faculty Mannheim, University Medical Center Mannheim, University of Heidelberg, Mannheim, Germany., Taebi A; Department of Surgery, Medical Faculty Mannheim, University Medical Center Mannheim, University of Heidelberg, Mannheim, Germany., Nörenberg D; Department of Radiology and Nuclear Medicine, Medical Faculty Mannheim, University Medical Center Mannheim, Heidelberg University, Mannheim, Germany., Speer T; Independent Researcher, Ludwigshafen Am Rhein, Germany., Reißfelder C; Department of Surgery, Medical Faculty Mannheim, University Medical Center Mannheim, University of Heidelberg, Mannheim, Germany.; DKFZ-Hector Cancer Institute, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany., Hohenberger P; Division of Surgical Oncology & Thoracic Surgery, Department of Surgery, Medical Faculty Mannheim, University of Heidelberg, Mannheim, Germany., Jakob J; Department of Surgery, Medical Faculty Mannheim, University Medical Center Mannheim, University of Heidelberg, Mannheim, Germany., Li C; Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Sarcoma Center, Peking University Cancer Hospital & Institute, Beijing, China. chengpengli@bjmu.edu.cn., Yang C; Department of Surgery, Medical Faculty Mannheim, University Medical Center Mannheim, University of Heidelberg, Mannheim, Germany. Cui.Yang@medma.uni-heidelberg.de.
Source: Journal of cancer research and clinical oncology [J Cancer Res Clin Oncol] 2026 May 18; Vol. 152 (7). Date of Electronic Publication: 2026 May 18.
Publication Type: Journal Article
Journal Info: Publisher: Springer-Verlag Country of Publication: Germany NLM ID: 7902060 Publication Model: Electronic Cited Medium: Internet ISSN: 1432-1335 (Electronic) Linking ISSN: 01715216 NLM ISO Abbreviation: J Cancer Res Clin Oncol Subsets: MEDLINE
Database: MEDLINE Ultimate
FullText Text:
  Availability: 0
Header DbId: mdl
DbLabel: MEDLINE Ultimate
An: 42151588
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: Evaluating reasoning models for therapy recommendations in gastrointestinal stromal tumors: expert and LLM-based evaluations of OpenAI o1 and DeepSeek-R1.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AU" term="%22Harbrücker+M%22">Harbrücker M</searchLink>; Department of Surgery, Medical Faculty Mannheim, University Medical Center Mannheim, University of Heidelberg, Mannheim, Germany.; DKFZ-Hector Cancer Institute, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.<br /><searchLink fieldCode="AU" term="%22Menge+F%22">Menge F</searchLink>; Department of Surgery, Medical Faculty Mannheim, University Medical Center Mannheim, University of Heidelberg, Mannheim, Germany.<br /><searchLink fieldCode="AU" term="%22Taebi+A%22">Taebi A</searchLink>; Department of Surgery, Medical Faculty Mannheim, University Medical Center Mannheim, University of Heidelberg, Mannheim, Germany.<br /><searchLink fieldCode="AU" term="%22Nörenberg+D%22">Nörenberg D</searchLink>; Department of Radiology and Nuclear Medicine, Medical Faculty Mannheim, University Medical Center Mannheim, Heidelberg University, Mannheim, Germany.<br /><searchLink fieldCode="AU" term="%22Speer+T%22">Speer T</searchLink>; Independent Researcher, Ludwigshafen Am Rhein, Germany.<br /><searchLink fieldCode="AU" term="%22Reißfelder+C%22">Reißfelder C</searchLink>; Department of Surgery, Medical Faculty Mannheim, University Medical Center Mannheim, University of Heidelberg, Mannheim, Germany.; DKFZ-Hector Cancer Institute, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.<br /><searchLink fieldCode="AU" term="%22Hohenberger+P%22">Hohenberger P</searchLink>; Division of Surgical Oncology & Thoracic Surgery, Department of Surgery, Medical Faculty Mannheim, University of Heidelberg, Mannheim, Germany.<br /><searchLink fieldCode="AU" term="%22Jakob+J%22">Jakob J</searchLink>; Department of Surgery, Medical Faculty Mannheim, University Medical Center Mannheim, University of Heidelberg, Mannheim, Germany.<br /><searchLink fieldCode="AU" term="%22Li+C%22">Li C</searchLink>; Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Sarcoma Center, Peking University Cancer Hospital & Institute, Beijing, China. chengpengli@bjmu.edu.cn.<br /><searchLink fieldCode="AU" term="%22Yang+C%22">Yang C</searchLink>; Department of Surgery, Medical Faculty Mannheim, University Medical Center Mannheim, University of Heidelberg, Mannheim, Germany. Cui.Yang@medma.uni-heidelberg.de.
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <searchLink fieldCode="JN" term="%227902060%22">Journal of cancer research and clinical oncology</searchLink> [J Cancer Res Clin Oncol] 2026 May 18; Vol. 152 (7). <i>Date of Electronic Publication: </i>2026 May 18.
– 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="%22Springer-Verlag%22">Springer-Verlag </searchLink><i>Country of Publication: </i>Germany <i>NLM ID: </i>7902060 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1432-1335 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2201715216%22">01715216 </searchLink><i>NLM ISO Abbreviation: </i>J Cancer Res Clin Oncol <i>Subsets: </i>MEDLINE
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=42151588
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.1007/s00432-026-06489-7
    Languages:
      – Code: eng
        Text: English
    Titles:
      – TitleFull: Evaluating reasoning models for therapy recommendations in gastrointestinal stromal tumors: expert and LLM-based evaluations of OpenAI o1 and DeepSeek-R1.
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Harbrücker M
      – PersonEntity:
          Name:
            NameFull: Menge F
      – PersonEntity:
          Name:
            NameFull: Taebi A
      – PersonEntity:
          Name:
            NameFull: Nörenberg D
      – PersonEntity:
          Name:
            NameFull: Speer T
      – PersonEntity:
          Name:
            NameFull: Reißfelder C
      – PersonEntity:
          Name:
            NameFull: Hohenberger P
      – PersonEntity:
          Name:
            NameFull: Jakob J
      – PersonEntity:
          Name:
            NameFull: Li C
      – PersonEntity:
          Name:
            NameFull: Yang C
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 18
              M: 05
              Text: 2026 May 18
              Type: published
              Y: 2026
          Identifiers:
            – Type: issn-electronic
              Value: 1432-1335
          Numbering:
            – Type: volume
              Value: 152
            – Type: issue
              Value: 7
          Titles:
            – TitleFull: Journal of cancer research and clinical oncology
              Type: main
ResultId 1