About the Authors

Wan Yang

wy2202@columbia.edu

Affiliation Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York, New York, United States of America

Donald R. Olson

Affiliation New York City Department of Health and Mental Hygiene, New York, New York, United States of America

Jeffrey Shaman

Affiliation Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York, New York, United States of America

Competing Interests

JS discloses partial ownership of SK Analytics. The authors report no other potential conflicts of interest.

Author Contributions

Conceptualization: WY JS. Data curation: DRO. Formal analysis: WY. Funding acquisition: JS. Methodology: WY. Validation: WY JS. Writing – original draft: WY DRO JS. Writing – review & editing: WY DRO JS.