The detectability paradox: bilingual medical report generation with open-weight models and the limits of human oversight.
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| Title: | The detectability paradox: bilingual medical report generation with open-weight models and the limits of human oversight. |
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| Authors: | Rouhizadeh H; Department of Radiology and Medical Informatics, Faculty of Medicine, University of Geneva, Geneva, 1202, Switzerland., Sandralegar A; Division of Neurosurgery, Geneva University Hospitals, Geneva, 1211, Switzerland., Yazdani A; Department of Radiology and Medical Informatics, Faculty of Medicine, University of Geneva, Geneva, 1202, Switzerland., Feng W; Department of Radiology and Medical Informatics, Faculty of Medicine, University of Geneva, Geneva, 1202, Switzerland., Schreier O; Department of Radiology and Medical Informatics, Faculty of Medicine, University of Geneva, Geneva, 1202, Switzerland., Ahn-Kim Y; Faculty of Medicine, University of Geneva, Geneva, 1211, Switzerland., Sirbal A; Faculty of Medicine, University of Geneva, Geneva, 1211, Switzerland., Pirelli V; Faculty of Medicine, University of Geneva, Geneva, 1211, Switzerland., Yang R; Centre for Quantitative Medicine, Duke-NUS Medical School, Singapore, 169857, Singapore., Sveikata L; Division of Neurology, Department of Clinical Neurosciences, Geneva University Hospitals and Faculty of Medicine, Geneva, 1211, Switzerland., Tessitore E; Cardiology Division, Internal Medicine Department, Geneva University Hospitals, Geneva, 1211, Switzerland., Liu N; Centre for Quantitative Medicine, Duke-NUS Medical School, Singapore, 169857, Singapore., Bijlenga P; Division of Neurosurgery, Geneva University Hospitals, Geneva, 1211, Switzerland., Teodoro D; Department of Radiology and Medical Informatics, Faculty of Medicine, University of Geneva, Geneva, 1202, Switzerland. |
| Source: | Journal of the American Medical Informatics Association : JAMIA [J Am Med Inform Assoc] 2026 May 08. Date of Electronic Publication: 2026 May 08. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Oxford University Press Country of Publication: England NLM ID: 9430800 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1527-974X (Electronic) Linking ISSN: 10675027 NLM ISO Abbreviation: J Am Med Inform Assoc Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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