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Mortality and antibiotic timing in deep learning-derived surviving sepsis campaign risk groups: a multicenter study.

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Title: Mortality and antibiotic timing in deep learning-derived surviving sepsis campaign risk groups: a multicenter study.
Authors: Gross BJ; Division of Biomedical Informatics, University of California , La Jolla, San Diego, USA., Donahue A; Department of Emergency Medicine, University of California, San Diego, 9500 Gilman Drive, La Jolla, CA, 92093, USA., Ford JS; Department of Emergency Medicine, University of California, San Diego, 9500 Gilman Drive, La Jolla, CA, 92093, USA., Lu X; Division of Biomedical Informatics, University of California , La Jolla, San Diego, USA., Boussina A; Division of Biomedical Informatics, University of California , La Jolla, San Diego, USA., Malhotra A; Division of Pulmonology, Critical Care, and Sleep Medicine, University of California, La Jolla, San Diego, USA., Zheng K; Department of Informatics, University of California, Irvine, Irvine, USA., Nemati S; Division of Biomedical Informatics, University of California , La Jolla, San Diego, USA., Wardi G; Department of Emergency Medicine, University of California, San Diego, 9500 Gilman Drive, La Jolla, CA, 92093, USA. gwardi@health.ucsd.edu.; Department of Medicine, University of California, San Diego, USA. gwardi@health.ucsd.edu.; Division of Pulmonology, Critical Care, and Sleep Medicine, University of California, La Jolla, San Diego, USA. gwardi@health.ucsd.edu.
Source: Critical care (London, England) [Crit Care] 2025 Jul 14; Vol. 29 (1), pp. 302. Date of Electronic Publication: 2025 Jul 14.
Publication Type: Journal Article; Multicenter Study; Observational Study
Journal Info: Publisher: BioMed Central Ltd Country of Publication: England NLM ID: 9801902 Publication Model: Electronic Cited Medium: Internet ISSN: 1466-609X (Electronic) Linking ISSN: 13648535 NLM ISO Abbreviation: Crit Care Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Mortality and antibiotic timing in deep learning-derived surviving sepsis campaign risk groups: a multicenter study.
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  Data: <searchLink fieldCode="AU" term="%22Gross+BJ%22">Gross BJ</searchLink>; Division of Biomedical Informatics, University of California , La Jolla, San Diego, USA.<br /><searchLink fieldCode="AU" term="%22Donahue+A%22">Donahue A</searchLink>; Department of Emergency Medicine, University of California, San Diego, 9500 Gilman Drive, La Jolla, CA, 92093, USA.<br /><searchLink fieldCode="AU" term="%22Ford+JS%22">Ford JS</searchLink>; Department of Emergency Medicine, University of California, San Diego, 9500 Gilman Drive, La Jolla, CA, 92093, USA.<br /><searchLink fieldCode="AU" term="%22Lu+X%22">Lu X</searchLink>; Division of Biomedical Informatics, University of California , La Jolla, San Diego, USA.<br /><searchLink fieldCode="AU" term="%22Boussina+A%22">Boussina A</searchLink>; Division of Biomedical Informatics, University of California , La Jolla, San Diego, USA.<br /><searchLink fieldCode="AU" term="%22Malhotra+A%22">Malhotra A</searchLink>; Division of Pulmonology, Critical Care, and Sleep Medicine, University of California, La Jolla, San Diego, USA.<br /><searchLink fieldCode="AU" term="%22Zheng+K%22">Zheng K</searchLink>; Department of Informatics, University of California, Irvine, Irvine, USA.<br /><searchLink fieldCode="AU" term="%22Nemati+S%22">Nemati S</searchLink>; Division of Biomedical Informatics, University of California , La Jolla, San Diego, USA.<br /><searchLink fieldCode="AU" term="%22Wardi+G%22">Wardi G</searchLink>; Department of Emergency Medicine, University of California, San Diego, 9500 Gilman Drive, La Jolla, CA, 92093, USA. gwardi@health.ucsd.edu.; Department of Medicine, University of California, San Diego, USA. gwardi@health.ucsd.edu.; Division of Pulmonology, Critical Care, and Sleep Medicine, University of California, La Jolla, San Diego, USA. gwardi@health.ucsd.edu.
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  Data: <searchLink fieldCode="JN" term="%229801902%22">Critical care (London, England)</searchLink> [Crit Care] 2025 Jul 14; Vol. 29 (1), pp. 302. <i>Date of Electronic Publication: </i>2025 Jul 14.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22BioMed+Central+Ltd%22">BioMed Central Ltd </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>9801902 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1466-609X (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2213648535%22">13648535 </searchLink><i>NLM ISO Abbreviation: </i>Crit Care <i>Subsets: </i>MEDLINE
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        Value: 10.1186/s13054-025-05493-6
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              Text: 2025 Jul 14
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