About the Authors

Veli Bakalov

Contributed equally to this work with: Veli Bakalov, Laura Reyes-Uribe

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

Affiliations Clinical Research, Investigation, and Systems Modeling of Acute Illness (CRISMA) Laboratory, Department of Critical Care Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States of America, Medicine Institute, Allegheny Health Network, Pittsburgh, PA, United States of America

Laura Reyes-Uribe

Contributed equally to this work with: Veli Bakalov, Laura Reyes-Uribe

Roles Data curation, Investigation, Methodology, Writing – original draft

Affiliation Clinical Research, Investigation, and Systems Modeling of Acute Illness (CRISMA) Laboratory, Department of Critical Care Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States of America

Rahul Deshpande

Roles Data curation

Affiliation Department of Pharmacology and Chemical Biology, University of Pittsburgh, Pittsburgh, PA, United States of America

Abigail L. Maloy

Roles Data curation, Writing – original draft

Affiliation Clinical Research, Investigation, and Systems Modeling of Acute Illness (CRISMA) Laboratory, Department of Critical Care Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States of America

Steven D. Shapiro

Roles Writing – original draft

Affiliation Department of Medicine, University of Pittsburgh, Pittsburgh, PA, United States of America

Derek C. Angus

Roles Formal analysis, Writing – original draft

Affiliation Clinical Research, Investigation, and Systems Modeling of Acute Illness (CRISMA) Laboratory, Department of Critical Care Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States of America

Chung-Chou H. Chang

Roles Formal analysis

Affiliations Clinical Research, Investigation, and Systems Modeling of Acute Illness (CRISMA) Laboratory, Department of Critical Care Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States of America, Department of Medicine, University of Pittsburgh, Pittsburgh, PA, United States of America, Department of Biostatistics, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA, United States of America

Laurence Le Moyec

Roles Formal analysis, Writing – original draft

Affiliations Université d'Evry Val d'Essonne—Université Paris-Saclay, Evry, France, Muséum National d'Histoire Naturelle, Unité MCAM, UMR7245 CNRS, Paris, France

Stacy Gelhaus Wendell

Roles Data curation, Formal analysis, Writing – original draft

Affiliation Department of Pharmacology and Chemical Biology, University of Pittsburgh, Pittsburgh, PA, United States of America

Ata Murat Kaynar

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

kaynar@pitt.edu

Affiliations Clinical Research, Investigation, and Systems Modeling of Acute Illness (CRISMA) Laboratory, Department of Critical Care Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States of America, Department of Anesthesiology and Perioperative Medicine, University of Pittsburgh, Pittsburgh, PA, United States of America

Competing Interests

No author claims competing interest.