About the Authors

Harvey W. Kaufman

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

Affiliation Medical Informatics, Quest Diagnostics, Secaucus, New Jersey, United States of America

Justin K. Niles

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

Affiliation Medical Informatics, Quest Diagnostics, Secaucus, New Jersey, United States of America

Martin H. Kroll

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

Affiliation Medical Informatics, Quest Diagnostics, Secaucus, New Jersey, United States of America

Caixia Bi

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

Affiliation Medical Informatics, Quest Diagnostics, Secaucus, New Jersey, United States of America

Michael F. Holick

Roles Conceptualization, Formal analysis, Investigation, Methodology, Project administration, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

mfholick@bu.edu

Affiliation Department of Medicine, Boston University School of Medicine, Boston, Massachusetts, United States of America

Competing Interests

HWK, JKN, MHK, and CB are employees of Quest Diagnostics. HWK, MHK and CB own stock in Quest Diagnostics. MFH is a consultant to Quest Diagnostics and was on the speakers’ bureau for Abbott Inc. and Hyatt Pharmaceutical Industries Company PLC.