About the Authors

Aaron J. Masino

Roles Conceptualization, Formal analysis, Funding acquisition, Investigation, Methodology, Software, Visualization, Writing – original draft

masinoa@email.chop.edu

Affiliations Department of Anesthesiology and Critical Care, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, United States of America, Department of Biomedical and Health Informatics, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, United States of America

Mary Catherine Harris

Roles Conceptualization, Funding acquisition, Investigation, Writing – original draft

Affiliations Department of Pediatrics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, United States of America, Department of Pediatrics, Children’s Hospital of Philadelphia, Philadelphia, PA, United States of America

Daniel Forsyth

Roles Software, Writing – review & editing

Affiliation Department of Biomedical and Health Informatics, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, United States of America

Svetlana Ostapenko

Roles Data curation, Writing – review & editing

Affiliation Department of Biomedical and Health Informatics, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, United States of America

Lakshmi Srinivasan

Roles Validation, Writing – review & editing

Affiliations Department of Pediatrics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, United States of America, Department of Pediatrics, Children’s Hospital of Philadelphia, Philadelphia, PA, United States of America

Christopher P. Bonafide

Roles Methodology, Writing – review & editing

Affiliations Department of Pediatrics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, United States of America, Center for Pediatric Clinical Effectiveness, Children’s Hospital of Philadelphia, Philadelphia, PA, United States of America

Fran Balamuth

Roles Methodology, Writing – review & editing

Affiliations Department of Pediatrics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, United States of America, Center for Pediatric Clinical Effectiveness, Children’s Hospital of Philadelphia, Philadelphia, PA, United States of America

Melissa Schmatz

Roles Data curation, Writing – review & editing

Affiliation Department of Pediatrics, Children’s Hospital of Philadelphia, Philadelphia, PA, United States of America

Robert W. Grundmeier

Roles Conceptualization, Funding acquisition, Investigation, Methodology, Project administration, Software, Writing – original draft

Affiliations Department of Biomedical and Health Informatics, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, United States of America, Department of Pediatrics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, United States of America, Center for Pediatric Clinical Effectiveness, Children’s Hospital of Philadelphia, Philadelphia, PA, United States of America

Competing Interests

The authors have declared that no competing interests exist.