About the Authors

Markus K. Labude

Roles Conceptualization, Investigation, Methodology, Project administration, Visualization, Writing – original draft, Writing – review & editing

makus.labude@nus.edu.sg (MKL); icki.xafis@nus.edu.sg (VX)

Affiliation Centre for Biomedical Ethics, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore

Liang Shen

Roles Conceptualization, Formal analysis, Visualization, Writing – original draft, Writing – review & editing

Affiliation Biostatistics Unit, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore

Yujia Zhu

Roles Data curation, Formal analysis, Visualization, Writing – original draft, Writing – review & editing

Affiliation Centre for Biomedical Ethics, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore

G. Owen Schaefer

Roles Conceptualization, Investigation, Visualization, Writing – original draft, Writing – review & editing

Affiliation Centre for Biomedical Ethics, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore

Catherine Ong

Roles Conceptualization, Visualization, Writing – original draft, Writing – review & editing

Affiliations Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore, Division of Infectious Diseases, University Medicine Cluster, National University Health System, Singapore, Singapore

Vicki Xafis

Roles Conceptualization, Investigation, Methodology, Project administration, Supervision, Visualization, Writing – original draft, Writing – review & editing

makus.labude@nus.edu.sg (MKL); icki.xafis@nus.edu.sg (VX)

Affiliation Centre for Biomedical Ethics, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore

Competing Interests

The authors have declared that no competing interests exist.