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Automated ICD-10-Anchored Classification of Primary Care Text Data: Development and Evaluation of a Custom Multilabel Classifier.

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Title: Automated ICD-10-Anchored Classification of Primary Care Text Data: Development and Evaluation of a Custom Multilabel Classifier.
Authors: Haag C; Epidemiology, Biostatistics and Prevention Institute, University of Zurich, Hirschengraben 84, Zurich, 8001, Switzerland, +41 44 63 46380.; Institute for Implementation Science in Health Care, University of Zurich, Universitätstrasse 84, Zurich, 8006, Switzerland, 41 44 63 46380., Grischott T; Institute of Primary Care, University Hospital Zurich, University of Zurich, Zurich, Switzerland., Burgstaller JM; Institute of Primary Care, University Hospital Zurich, University of Zurich, Zurich, Switzerland., Markun S; Institute of Primary Care, University Hospital Zurich, University of Zurich, Zurich, Switzerland., Senn O; Institute of Primary Care, University Hospital Zurich, University of Zurich, Zurich, Switzerland., von Wyl V; Epidemiology, Biostatistics and Prevention Institute, University of Zurich, Hirschengraben 84, Zurich, 8001, Switzerland, +41 44 63 46380.; Institute for Implementation Science in Health Care, University of Zurich, Universitätstrasse 84, Zurich, 8006, Switzerland, 41 44 63 46380.
Source: JMIR medical informatics [JMIR Med Inform] 2026 Apr 06; Vol. 14, pp. e86533. Date of Electronic Publication: 2026 Apr 06.
Publication Type: Journal Article
Journal Info: Publisher: JMIR Publications Country of Publication: Canada NLM ID: 101645109 Publication Model: Electronic Cited Medium: Internet ISSN: 2291-9694 (Electronic) Linking ISSN: 22919694 NLM ISO Abbreviation: JMIR Med Inform Subsets: MEDLINE
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  Data: <searchLink fieldCode="AU" term="%22Haag+C%22">Haag C</searchLink>; Epidemiology, Biostatistics and Prevention Institute, University of Zurich, Hirschengraben 84, Zurich, 8001, Switzerland, +41 44 63 46380.; Institute for Implementation Science in Health Care, University of Zurich, Universitätstrasse 84, Zurich, 8006, Switzerland, 41 44 63 46380.<br /><searchLink fieldCode="AU" term="%22Grischott+T%22">Grischott T</searchLink>; Institute of Primary Care, University Hospital Zurich, University of Zurich, Zurich, Switzerland.<br /><searchLink fieldCode="AU" term="%22Burgstaller+JM%22">Burgstaller JM</searchLink>; Institute of Primary Care, University Hospital Zurich, University of Zurich, Zurich, Switzerland.<br /><searchLink fieldCode="AU" term="%22Markun+S%22">Markun S</searchLink>; Institute of Primary Care, University Hospital Zurich, University of Zurich, Zurich, Switzerland.<br /><searchLink fieldCode="AU" term="%22Senn+O%22">Senn O</searchLink>; Institute of Primary Care, University Hospital Zurich, University of Zurich, Zurich, Switzerland.<br /><searchLink fieldCode="AU" term="%22von+Wyl+V%22">von Wyl V</searchLink>; Epidemiology, Biostatistics and Prevention Institute, University of Zurich, Hirschengraben 84, Zurich, 8001, Switzerland, +41 44 63 46380.; Institute for Implementation Science in Health Care, University of Zurich, Universitätstrasse 84, Zurich, 8006, Switzerland, 41 44 63 46380.
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