Determinants of hospital outcomes for patients with COVID-19 in the University of Pennsylvania Health System

• Pamela A. Shaw ,

  Roles Conceptualization, Data curation, Formal analysis, Methodology, Writing – original draft

  * E-mail: shawp@upenn.edu

  Current address: Biostatistics Unit, Kaiser Permanente Washington Health Research Institute, Seattle, WA, United States of America

  Affiliation Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America

  https://orcid.org/0000-0003-1883-8410

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• Jasper B. Yang,

  Roles Formal analysis, Writing – original draft

  Current address: Biostatistics Unit, Kaiser Permanente Washington Health Research Institute, Seattle, WA, United States of America

  Affiliation Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America

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• Danielle L. Mowery,

  Roles Data curation, Writing – review & editing

  Affiliations Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America, Institute for Biomedical Informatics, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America

  https://orcid.org/0000-0003-3802-4457

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• Emily R. Schriver,

  Roles Data curation, Writing – review & editing

  Affiliation Institute for Biomedical Informatics, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America

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• Kevin B. Mahoney,

  Roles Writing – review & editing

  Affiliation Office of the Chief Executive Officer, University of Pennsylvania Health System, Philadelphia, Pennsylvania, United States of America

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• Katharine J. Bar ,

  Contributed equally to this work with: Katharine J. Bar, Susan S. Ellenberg

  Roles Conceptualization, Writing – original draft

  Affiliation Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America

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• Susan S. Ellenberg

  Contributed equally to this work with: Katharine J. Bar, Susan S. Ellenberg

  Roles Conceptualization, Methodology, Writing – original draft

  Affiliation Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America

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