About the Authors

Andrew F. Auld

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

aauld@cdc.gov

Affiliation Division of Global HIV & TB, Centers for Disease Control and Prevention, Atlanta, Georgia, United States of America

Andrew D. Kerkhoff

Roles Data curation, Resources, Validation, Visualization, Writing – review & editing

Affiliation Division of HIV, Infectious Diseases and Global Medicine at Zuckerberg San Francisco General Hospital and Trauma Center, Department of Medicine, University of California San Francisco, San Francisco, California, United States of America

Yasmeen Hanifa

Roles Data curation, Resources, Validation, Writing – review & editing

Affiliation TB Centre, London School of Hygiene & Tropical Medicine, London, United Kingdom

Robin Wood

Roles Data curation, Resources, Validation, Writing – review & editing

Affiliation The Desmond Tutu HIV Centre, Institute of Infectious Disease and Molecular Medicine, Cape Town, South Africa

Salome Charalambous

Roles Data curation, Resources, Validation, Writing – review & editing

Affiliation Aurum Institute, Johannesburg, South Africa

Yuliang Liu

Roles Methodology, Resources, Software, Validation, Writing – review & editing

Affiliation Division of Global HIV & TB, Centers for Disease Control and Prevention, Atlanta, Georgia, United States of America

Tefera Agizew

Roles Data curation, Investigation, Project administration, Resources, Supervision, Validation, Writing – review & editing

Affiliation Division of TB Elimination, Centers for Disease Control and Prevention, Gaborone, Botswana

Anikie Mathoma

Roles Investigation, Project administration, Supervision, Validation, Writing – review & editing

Affiliations Division of TB Elimination, Centers for Disease Control and Prevention, Gaborone, Botswana, University of Botswana, Gaborone, Botswana

Rosanna Boyd

Roles Funding acquisition, Investigation, Project administration, Resources, Supervision, Writing – review & editing

Affiliation Division of TB Elimination, Centers for Disease Control and Prevention, Gaborone, Botswana

Anand Date

Roles Investigation, Project administration, Supervision, Validation, Writing – review & editing

Affiliation Division of Global HIV & TB, Centers for Disease Control and Prevention, Atlanta, Georgia, United States of America

Ray W. Shiraishi

Roles Methodology, Software, Supervision, Writing – review & editing

Affiliation Division of Global HIV & TB, Centers for Disease Control and Prevention, Atlanta, Georgia, United States of America

George Bicego

Roles Project administration, Supervision, Validation, Writing – review & editing

Affiliation Division of Global HIV & TB, Centers for Disease Control and Prevention, Atlanta, Georgia, United States of America

Unami Mathebula-Modongo

Roles Investigation, Project administration, Supervision, Validation, Writing – review & editing

Affiliation Division of TB Elimination, Centers for Disease Control and Prevention, Gaborone, Botswana

Heather Alexander

Roles Investigation, Project administration, Supervision, Validation, Writing – review & editing

Affiliation Division of Global HIV & TB, Centers for Disease Control and Prevention, Atlanta, Georgia, United States of America

Christopher Serumola

Roles Data curation, Methodology, Project administration, Software, Validation, Writing – review & editing

Affiliation Division of TB Elimination, Centers for Disease Control and Prevention, Gaborone, Botswana

Goabaone Rankgoane-Pono

Roles Investigation, Project administration, Resources, Supervision, Writing – review & editing

Affiliation Ministry of Health and Wellness, Gaborone, Botswana

Pontsho Pono

Roles Investigation, Project administration, Resources, Supervision, Writing – review & editing

Affiliation Ministry of Health and Wellness, Gaborone, Botswana

Alyssa Finlay

Roles Funding acquisition, Investigation, Project administration, Resources, Supervision, Writing – review & editing

Affiliation Division of TB Elimination, Centers for Disease Control and Prevention, Gaborone, Botswana

James C. Shepherd

Roles Funding acquisition, Investigation, Project administration, Resources, Supervision, Writing – review & editing

Affiliations Division of TB Elimination, Centers for Disease Control and Prevention, Gaborone, Botswana, Yale University School of Medicine, New Haven, Connecticut, United States of America

Tedd V. Ellerbrock

Roles Conceptualization, Funding acquisition, Investigation, Methodology, Project administration, Supervision, Writing – review & editing

Affiliation Division of Global HIV & TB, Centers for Disease Control and Prevention, Atlanta, Georgia, United States of America

Alison D. Grant

Contributed equally to this work with: Alison D. Grant, Katherine Fielding

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

Affiliations TB Centre, London School of Hygiene & Tropical Medicine, London, United Kingdom, Africa Health Research Institute, School of Laboratory Medicine and Medical Sciences, College of Health Sciences, University of KwaZulu-Natal, Durban, South Africa

Katherine Fielding

Contributed equally to this work with: Alison D. Grant, Katherine Fielding

Roles Conceptualization, Data curation, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – review & editing

Affiliation TB Centre, London School of Hygiene & Tropical Medicine, London, United Kingdom

Competing Interests

I have read the journal’s policy and the authors of this manuscript have the following competing interests: AG has received research grants (not related to this work) from the Medical Research Council, Economic and Social Research Council, Bill and Melinda Gates Foundation, National Institute of Allergy and Infectious Diseases, Wellcome Trust, Research England, and USAID.