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Multicenter Development and Prospective Validation of eCARTv5: A Gradient-Boosted Machine-Learning Early Warning Score.

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Title: Multicenter Development and Prospective Validation of eCARTv5: A Gradient-Boosted Machine-Learning Early Warning Score.
Authors: Churpek MM; Department of Medicine, University of Wisconsin-Madison, Madison, WI.; Department of Biostatistics and Medical Informatics, University of Wisconsin-Madison, Madison, WI., Carey KA; Department of Medicine, University of Chicago, Chicago, IL., Snyder A; AgileMD, San Francisco, CA., Winslow CJ; Department of Medicine, Endeavor Health, Evanston, IL., Gilbert E; Department of Medicine, Loyola University Medical Center, Chicago, IL., Shah NS; Department of Medicine, Endeavor Health, Evanston, IL., Patterson BW; Department of Biostatistics and Medical Informatics, University of Wisconsin-Madison, Madison, WI.; Department of Emergency Medicine, University of Wisconsin-Madison, Madison WI., Afshar M; Department of Medicine, University of Wisconsin-Madison, Madison, WI.; Department of Biostatistics and Medical Informatics, University of Wisconsin-Madison, Madison, WI., Weiss A; BayCare, Clearwater, FL., Amin DN; BayCare, Clearwater, FL., Rhodes DJ; Department of Medicine, Yale University, New Haven, CT., Edelson DP; Department of Medicine, University of Chicago, Chicago, IL.; AgileMD, San Francisco, CA.
Source: Critical care explorations [Crit Care Explor] 2025 Mar 26; Vol. 7 (4), pp. e1232. Date of Electronic Publication: 2025 Mar 26 (Print Publication: 2025).
Publication Type: Journal Article; Multicenter Study; Observational Study; Validation Study
Journal Info: Publisher: Wolters Kluwer Health Country of Publication: United States NLM ID: 101746347 Publication Model: eCollection Cited Medium: Internet ISSN: 2639-8028 (Electronic) Linking ISSN: 26398028 NLM ISO Abbreviation: Crit Care Explor Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Churpek+MM%22">Churpek MM</searchLink>; Department of Medicine, University of Wisconsin-Madison, Madison, WI.; Department of Biostatistics and Medical Informatics, University of Wisconsin-Madison, Madison, WI.<br /><searchLink fieldCode="AU" term="%22Carey+KA%22">Carey KA</searchLink>; Department of Medicine, University of Chicago, Chicago, IL.<br /><searchLink fieldCode="AU" term="%22Snyder+A%22">Snyder A</searchLink>; AgileMD, San Francisco, CA.<br /><searchLink fieldCode="AU" term="%22Winslow+CJ%22">Winslow CJ</searchLink>; Department of Medicine, Endeavor Health, Evanston, IL.<br /><searchLink fieldCode="AU" term="%22Gilbert+E%22">Gilbert E</searchLink>; Department of Medicine, Loyola University Medical Center, Chicago, IL.<br /><searchLink fieldCode="AU" term="%22Shah+NS%22">Shah NS</searchLink>; Department of Medicine, Endeavor Health, Evanston, IL.<br /><searchLink fieldCode="AU" term="%22Patterson+BW%22">Patterson BW</searchLink>; Department of Biostatistics and Medical Informatics, University of Wisconsin-Madison, Madison, WI.; Department of Emergency Medicine, University of Wisconsin-Madison, Madison WI.<br /><searchLink fieldCode="AU" term="%22Afshar+M%22">Afshar M</searchLink>; Department of Medicine, University of Wisconsin-Madison, Madison, WI.; Department of Biostatistics and Medical Informatics, University of Wisconsin-Madison, Madison, WI.<br /><searchLink fieldCode="AU" term="%22Weiss+A%22">Weiss A</searchLink>; BayCare, Clearwater, FL.<br /><searchLink fieldCode="AU" term="%22Amin+DN%22">Amin DN</searchLink>; BayCare, Clearwater, FL.<br /><searchLink fieldCode="AU" term="%22Rhodes+DJ%22">Rhodes DJ</searchLink>; Department of Medicine, Yale University, New Haven, CT.<br /><searchLink fieldCode="AU" term="%22Edelson+DP%22">Edelson DP</searchLink>; Department of Medicine, University of Chicago, Chicago, IL.; AgileMD, San Francisco, CA.
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  Data: <searchLink fieldCode="JN" term="%22101746347%22">Critical care explorations</searchLink> [Crit Care Explor] 2025 Mar 26; Vol. 7 (4), pp. e1232. <i>Date of Electronic Publication: </i>2025 Mar 26 (<i>Print Publication: </i>2025).
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Wolters+Kluwer+Health%22">Wolters Kluwer Health </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>101746347 <i>Publication Model: </i>eCollection <i>Cited Medium: </i>Internet <i>ISSN: </i>2639-8028 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2226398028%22">26398028 </searchLink><i>NLM ISO Abbreviation: </i>Crit Care Explor <i>Subsets: </i>MEDLINE
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