Accepted for Publication: July 13, 2020.
Corresponding Author: Adam L. Sharp, MD, MS, Research and Evaluation Department, Kaiser Permanente Southern California, 100 S Los Robles Ave, Pasadena, CA 91101 (adam.l.sharp@kp.org).
Published Online: October 5, 2020. doi:10.1001/jamainternmed.2020.4325
Author Contributions: Dr Kawatkar had full access to all of the data in the study and takes responsibility for the integrity of the data and the accuracy of the data analysis.
Concept and design: Kawatkar, Sharp, Natsui, Redberg, Lee, Ferencik, Shen, Zheng, Gould, Goodacre, Thokala, Sun.
Acquisition, analysis, or interpretation of data: Kawatkar, Sharp, Baecker, Natsui, Lee, Ferencik, Wu, Shen, Zheng, Musigdilok, Thokala, Sun.
Drafting of the manuscript: Kawatkar, Baecker.
Critical revision of the manuscript for important intellectual content: Kawatkar, Sharp, Natsui, Redberg, Lee, Ferencik, Wu, Shen, Zheng, Musigdilok, Gould, Goodacre, Thokala, Sun.
Statistical analysis: Kawatkar, Baecker, Ferencik, Wu, Shen.
Obtained funding: Sharp, Ferencik, Wu, Goodacre, Sun.
Administrative, technical, or material support: Baecker, Ferencik, Zheng, Musigdilok, Thokala, Sun.
Supervision: Kawatkar, Sharp, Shen, Thokala, Sun.
Conflict of Interest Disclosures: Dr Kawatkar reported grants from the National Institutes of Health and the National Heart, Lung, and Blood Institute during the conduct of the study. Dr Sharp reported grants from National Institutes of Health and the National Heart, Lung, and Blood Institute during the conduct of the study. Dr Baecker reported grants from National Institutes of Health during the conduct of the study. Dr Ferencik reported grants from the National Institutes of Health during the conduct of the study. Dr Wu reported grants from the National Institutes of Health during the conduct of the study. Dr Zheng reported grants from National Institutes of Health during the conduct of the study. Dr Gould reported grants from the National Institutes of Health and the National Heart, Lung, and Blood Institute during the conduct of the study. Dr Goodacre reported grants from National Institute for Health during the conduct of the study. Dr Thokala reported grants from the University of Pennsylvania during the conduct of the study. Dr Sun reported grants from the National Institutes of Health and the National Heart, Lung, and Blood Institute during the conduct of the study, has served as expert witness for Winston & Strawn LLP and Fish & Richardson, was a consultant for Medtronic, and has received research support from Roche. Dr Goodacre has undertaken consultancy on behalf of the University of Sheffield for Creavo Industries. Dr Thokala has undertaken private consultancy for Roche. No other disclosures were reported.
Funding/Support: This study was funded by the National Heart, Lung, and Blood Institute of the National Institutes of Health under the R01 grant mechanism (R01HL134647).
Role of the Funder/Sponsor: The National Institutes of Health and the National Heart, Lung, and Blood Institute 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.
Disclaimer: Rita Redberg is editor of JAMA Internal Medicine, but she was not involved in any of the decisions regarding review of the manuscript or its acceptance. The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health.
Additional Contributions: The authors thank the patients of Kaiser Permanente for helping us improve care through the use of information collected through our electronic health record systems. We also appreciate the time and dedication of our project management team, Danielle Altman, MA, and Stacy Park, PhD, Kaiser Permanente Southern California, Pasadena, California; and Marie-Annick Yagapen, MPH, Oregon Health & Science University, Portland, Oregon. They were not compensated for their contributions to the article.
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