About the Authors

Weiwei Zhang

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

bookstaver@cop.sc.edu (PBB); zwwa00410@btch.edu.cn (WZ)

Affiliation Department of Clinical Pharmacy, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua University, Beijing, China

Austin Williams

Roles Investigation, Methodology, Software

Current address: PGY1 Pharmacy Resident at Prisima Health Richland, Columbia, South Carolina, United States of America

Affiliation University of South Carolina College of Pharmacy, Columbia, South Carolina, United States of America

Nicole Griffith

Roles Resources, Visualization, Writing – review & editing

Current address: Infectious Diseases PGY2 at University of Illinois at Chicago, Illinois, United States of America

Affiliation University of Virginia Health, Charlottesville, Virginia, United States of America

Jessica Gaskins

Roles Resources, Writing – review & editing

Affiliation South Carolina Aquarium, Charleston, South Carolina, United States of America

P. Brandon Bookstaver

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Supervision, Writing – review & editing

bookstaver@cop.sc.edu (PBB); zwwa00410@btch.edu.cn (WZ)

Affiliations University of South Carolina College of Pharmacy, Columbia, South Carolina, United States of America, Prisma Health Richland, Columbia, South Carolina, United States of America

Competing Interests

P. Brandon Bookstaver: Speaker’s bureau, Biomerieux, Inc.; Grant funding, ALK Abello, Inc. The speaker’s bureau funding from Biomerieux was a one-time honorarium for a stewardship, non-branded topic. The research grant funding for ALK Abello, Inc. was to support research in penicillin allergy skin testing in 2019. These are unrelated to the present study and no funding specifically was used for this study or the manuscript writing. All other authors declare no competing interests. This does not alter our adherence to PLOS ONE policies on sharing data and materials.