Accepted for Publication: September 8, 2021.
Published: November 15, 2021. doi:10.1001/jamanetworkopen.2021.33090
Open Access: This is an open access article distributed under the terms of the CC-BY License. © 2021 Oskotsky T et al. JAMA Network Open.
Corresponding Authors: Marina Sirota, PhD, Bakar Computational Health Sciences Institute, University of California, San Francisco, 490 Illinois St, 2nd Floor, PO Box 2933, San Francisco, CA 94143 (marina.sirota@ucsf.edu); David K. Stevenson, MD, Center for Academic Medicine, Stanford University School of Medicine, 453 Quarry Rd, Stanford, CA 94304 (dstevenson@stanford.edu).
Author Contributions: Dr T. Oskotsky had full access to all the data in the study and takes responsibility for the integrity of the data and the accuracy of the data analysis. Drs T. Oskotsky and Marić are co–first authors. Drs Sirota and Stevenson are co–senior authors.
Concept and design: T. Oskotsky, Marić, Wong, Sirota, Stevenson.
Acquisition, analysis, or interpretation of data: T. Oskotsky, Marić, Tang, B. Oskotsky, Aghaeepour, Sirota, Stevenson.
Drafting of the manuscript: T. Oskotsky, Marić, Sirota.
Critical revision of the manuscript for important intellectual content: All authors.
Statistical analysis: T. Oskotsky, Tang, Aghaeepour, Sirota.
Obtained funding: Tang, Sirota, Stevenson.
Administrative, technical, or material support: T. Oskotsky, Marić, B. Oskotsky, Wong, Stevenson.
Supervision: T. Oskotsky, Sirota, Stevenson.
Conflict of Interest Disclosures: Dr Sirota reported serving as a scientific advisor at Aria Pharmaceuticals, Inc. No other disclosures were reported.
Funding/Support: This study was supported by the Christopher Hess Research Fund and in part by the University of California, San Francisco, Program for Breakthrough Biomedical Research grant, grant T32GM007618 from the Medical Scientist Training Program, and grant R35GM138353 from the National Institutes of Health.
Role of the Funder/Sponsor: The sponsors had no role in the design and conduct of the study; collection, management, analysis, and interpretation of the data; preparation, review, or approval of the manuscript; and decision to submit the manuscript for publication.
Additional Contributions: We thank members of the Sirota Lab, University of California, San Francisco, for useful discussion. We also thank Cheryl Akridge, BA, Gary Gasperino, MS, Keenan Crane, BS, and Stacey Purinton, MSN, along with everyone on the Cerner Clinical Research Team, for providing access to the Cerner Real World COVID-19 deidentified database and technical assistance; these individuals were not compenstated for their contributions.
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