About the Authors

Daniel E. Winetsky

Affiliation Stanford University School of Medicine, Stanford, California, United States of America

Diana M. Negoescu

Affiliation Department of Management Science and Engineering, Stanford University, Stanford, California, United States of America

Emilia H. DeMarchis

Affiliation Stanford University School of Medicine, Stanford, California, United States of America

Olga Almukhamedova

Affiliation AIDS Foundation East-West, Amsterdam, The Netherlands

Aizhan Dooronbekova

Affiliation AIDS Foundation East-West, Amsterdam, The Netherlands

Dilshod Pulatov

Affiliation AIDS Foundation East-West, Amsterdam, The Netherlands

Natalia Vezhnina

Affiliation AIDS Foundation East-West, Amsterdam, The Netherlands

Douglas K. Owens

Affiliations Veterans Affairs Palo Alto Health Care System, Palo Alto, California, United States of America, Center for Health Policy/Center for Primary Care and Outcomes Research, Stanford University, Stanford, California, United States of America

Jeremy D. Goldhaber-Fiebert

jeremygf@stanford.edu

Affiliation Center for Health Policy/Center for Primary Care and Outcomes Research, Stanford University, Stanford, California, United States of America

Competing Interests

The authors have declared that no competing interests exist.

Author Contributions

Conceived and designed the experiments: DEW DMN EHD OA AD DP NV DKO JDG. Performed the experiments: DEW OA AD DP NV. Analyzed the data: DEW DMN JDG. Wrote the first draft of the manuscript: DEW. Contributed to the writing of the manuscript: DEW JDG DKO. ICMJE criteria for authorship read and met: DEW DMN EHD OA AD DP NV DKO JDG. Agree with manuscript results and conclusions: DEW DMN EHD OA AD DP NV DKO JDG. Designed the model and identified/collected the parameters for the model: DEW EHD. Helped conceptualize the design of the analysis: JDG DKO. Helped define the research topic and develop the modeling methodology: JDG. Implemented Matlab model and ran simulations: DMN.