About the Authors

Yin Mo

Contributed equally to this work with: Yin Mo, Mathupanee Oonsivilai

Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

moyin@tropmedres.ac

Affiliations Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom, Mahidol-Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand, Division of Infectious Diseases, University Medicine Cluster, National University Hospital, Singapore, Singapore, Department of Medicine, National University of Singapore, Singapore, Singapore

Mathupanee Oonsivilai

Contributed equally to this work with: Yin Mo, Mathupanee Oonsivilai

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Validation, Writing – review & editing

Affiliations Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom, Mahidol-Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand

Cherry Lim

Roles Conceptualization, Investigation, Writing – review & editing

Affiliations Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom, Mahidol-Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand

Rene Niehus

Roles Conceptualization, Investigation, Writing – review & editing

Affiliation Harvard T.H. Chan School of Public Health, Harvard University, Boston, Massachusetts, United States of America

Ben S. Cooper

Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Supervision, Validation, Visualization, Writing – review & editing

Affiliations Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom, Mahidol-Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand

Competing Interests

The authors have declared that no competing interests exist.