Prehospital prediction of hospital admission for emergent acuity patients transported by paramedics: A population-based cohort study using machine learning

• Ryan P. Strum ,

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

  * E-mail: Strumr@mcmaster.ca

  Affiliation Department of Health Research Methods, Evidence and Impact, McMaster University, Hamilton, Ontario, Canada

  https://orcid.org/0000-0003-1902-4734

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• Fabrice I. Mowbray,

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

  Affiliations Department of Health Research Methods, Evidence and Impact, McMaster University, Hamilton, Ontario, Canada, College of Nursing, Michigan State University, East Lansing, Michigan, United States of America

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• Manaf Zargoush,

  Roles Conceptualization, Validation, Visualization, Writing – review & editing

  Affiliation Department of Health Policy and Management, McMaster University, Hamilton, Ontario, Canada

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• Aaron P. Jones

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

  Affiliations Department of Health Research Methods, Evidence and Impact, McMaster University, Hamilton, Ontario, Canada, Institute for Clinical Evaluative Sciences, McMaster University, Hamilton, Ontario, Canada

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