Clinical assessment of the criticality index – dynamic, a machine learning prediction model of future care needs in pediatric inpatients

• Anita K. Patel ,

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, 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, District of Columbia, United States of America, George Washington University School of Medicine and Health Sciences, Washington, District of Columbia, United States of America

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

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• Taylor Olson,

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

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

  https://orcid.org/0000-0001-9849-6267

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• Christopher Ray,

  Roles Data curation, Formal analysis, Investigation, Writing – review & editing

  Affiliation Department of Pediatrics, Division of Critical Care Medicine, Children’s Hospital of Richmond at the Virginia Commonwealth University, Richmond, Virginia, United States of America

  https://orcid.org/0000-0002-5477-9035

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• Eduardo A. Trujillo-Rivera,

  Roles 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, District of Columbia, United States of America, George Washington University School of Medicine and Health Sciences, Washington, District of Columbia, United States of America, Children’s National Research Institute, Children’s National Hospital, Washington, District of Columbia, United States of America

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• Hiroki Morizono,

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

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

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• Murray M. Pollack

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

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

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