Usability and Usefulness of Machine Learning-Based Clinical Decision Support Software in Primary Care: Survey of Users in a Prospective Observational Study.
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| Title: | Usability and Usefulness of Machine Learning-Based Clinical Decision Support Software in Primary Care: Survey of Users in a Prospective Observational Study. |
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| Authors: | Herter WE; Department of Public Health and Primary Care, Leiden University Medical Center, Albinusdreef 2, Leiden, 2333 ZA, The Netherlands, 31 629292797.; Pacmed, Amsterdam, The Netherlands., Khuc J; Pacmed, Amsterdam, The Netherlands., Bonten TN; Department of Public Health and Primary Care, Leiden University Medical Center, Albinusdreef 2, Leiden, 2333 ZA, The Netherlands, 31 629292797., Verheij RA; Netherlands Institute for Health Services Research, Utrecht, The Netherlands.; Tilburg School of Social and Behavioral Sciences, Tilburg University, Tilburg, The Netherlands.; National Health Care Institute, Diemen, The Netherlands., Numans ME; Department of Public Health and Primary Care, Leiden University Medical Center, Albinusdreef 2, Leiden, 2333 ZA, The Netherlands, 31 629292797., Chavannes NH; Department of Public Health and Primary Care, Leiden University Medical Center, Albinusdreef 2, Leiden, 2333 ZA, The Netherlands, 31 629292797. |
| Source: | JMIR medical informatics [JMIR Med Inform] 2026 May 27; Vol. 14, pp. e80527. Date of Electronic Publication: 2026 May 27. |
| Publication Type: | Journal Article; Multicenter Study; Observational Study |
| 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 |
| Database: | MEDLINE Ultimate |
| FullText | Text: Availability: 0 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 42202295 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Usability and Usefulness of Machine Learning-Based Clinical Decision Support Software in Primary Care: Survey of Users in a Prospective Observational Study. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Herter+WE%22">Herter WE</searchLink>; Department of Public Health and Primary Care, Leiden University Medical Center, Albinusdreef 2, Leiden, 2333 ZA, The Netherlands, 31 629292797.; Pacmed, Amsterdam, The Netherlands.<br /><searchLink fieldCode="AU" term="%22Khuc+J%22">Khuc J</searchLink>; Pacmed, Amsterdam, The Netherlands.<br /><searchLink fieldCode="AU" term="%22Bonten+TN%22">Bonten TN</searchLink>; Department of Public Health and Primary Care, Leiden University Medical Center, Albinusdreef 2, Leiden, 2333 ZA, The Netherlands, 31 629292797.<br /><searchLink fieldCode="AU" term="%22Verheij+RA%22">Verheij RA</searchLink>; Netherlands Institute for Health Services Research, Utrecht, The Netherlands.; Tilburg School of Social and Behavioral Sciences, Tilburg University, Tilburg, The Netherlands.; National Health Care Institute, Diemen, The Netherlands.<br /><searchLink fieldCode="AU" term="%22Numans+ME%22">Numans ME</searchLink>; Department of Public Health and Primary Care, Leiden University Medical Center, Albinusdreef 2, Leiden, 2333 ZA, The Netherlands, 31 629292797.<br /><searchLink fieldCode="AU" term="%22Chavannes+NH%22">Chavannes NH</searchLink>; Department of Public Health and Primary Care, Leiden University Medical Center, Albinusdreef 2, Leiden, 2333 ZA, The Netherlands, 31 629292797. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22101645109%22">JMIR medical informatics</searchLink> [JMIR Med Inform] 2026 May 27; Vol. 14, pp. e80527. <i>Date of Electronic Publication: </i>2026 May 27. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article; Multicenter Study; Observational Study – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22JMIR+Publications%22">JMIR Publications </searchLink><i>Country of Publication: </i>Canada <i>NLM ID: </i>101645109 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2291-9694 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2222919694%22">22919694 </searchLink><i>NLM ISO Abbreviation: </i>JMIR Med Inform <i>Subsets: </i>MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=42202295 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.2196/80527 Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: e80527 Titles: – TitleFull: Usability and Usefulness of Machine Learning-Based Clinical Decision Support Software in Primary Care: Survey of Users in a Prospective Observational Study. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Herter WE – PersonEntity: Name: NameFull: Khuc J – PersonEntity: Name: NameFull: Bonten TN – PersonEntity: Name: NameFull: Verheij RA – PersonEntity: Name: NameFull: Numans ME – PersonEntity: Name: NameFull: Chavannes NH IsPartOfRelationships: – BibEntity: Dates: – D: 27 M: 05 Text: 2026 May 27 Type: published Y: 2026 Identifiers: – Type: issn-electronic Value: 2291-9694 Numbering: – Type: volume Value: 14 Titles: – TitleFull: JMIR medical informatics Type: main |
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