External evaluation of the Dynamic Criticality Index: A machine learning model to predict future need for ICU care in hospitalized pediatric patients

• Anita K. Patel ,

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: apatel4@childrensnational.org

  Affiliations Department of Pediatrics, Division of Critical Care Medicine, Children’s National Health System, Washington, DC, United States of America, George Washington University School of Medicine and Health Sciences, Washington, DC, United States of America

  https://orcid.org/0000-0002-3791-7379

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• Eduardo Trujillo-Rivera,

  Roles Conceptualization, Data curation, Formal analysis, Methodology, Software, Validation, Writing – review & editing

  Affiliations Department of Pediatrics, Division of Critical Care Medicine, Children’s National Health System, Washington, DC, United States of America, George Washington University School of Medicine and Health Sciences, Washington, DC, United States of America, Children’s National Research Institute, Children’s National Hospital, Washington, DC, United States of America

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• James M. Chamberlain,

  Roles Conceptualization, Methodology, Supervision, Validation, Writing – review & editing

  Affiliations George Washington University School of Medicine and Health Sciences, Washington, DC, United States of America, Department of Pediatrics, Division of Emergency Medicine, Children’s National Hospital, Washington, DC, United States of America

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• Hiroki Morizono,

  Roles Conceptualization, Investigation, Methodology, Resources, Supervision, Writing – review & editing

  Affiliations Children’s National Research Institute, Children’s National Hospital, Washington, DC, United States of America, Department of Genomics and Precision Medicine, George Washington University School of Medicine and Health Sciences, Washington, DC, United States of America

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• Murray M. Pollack

  Roles Conceptualization, Formal analysis, Investigation, Methodology, Project administration, Resources, Supervision, Validation, Writing – original draft, Writing – review & editing

  Affiliations Department of Pediatrics, Division of Critical Care Medicine, Children’s National Health System, Washington, DC, United States of America, George Washington University School of Medicine and Health Sciences, Washington, DC, United States of America

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