About the Authors
- Rachel T. Esra
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Roles Conceptualization, Formal analysis, Investigation, Methodology, Project administration, Resources, Software, Validation, Visualization, Writing – original draft
* E-mail: r.esra20@imperial.ac.uk
Affiliations Institute of Global Health, University of Geneva, Geneva, Switzerland, Imperial College of London, London, United Kingdom
- Jacques Carstens
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Roles Formal analysis, Methodology, Software, Writing – review & editing
Affiliation Palindrome Data, Cape Town, South Africa
- Janne Estill
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Roles Writing – review & editing
Affiliation Institute of Global Health, University of Geneva, Geneva, Switzerland
- Ricky Stoch
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Roles Writing – review & editing
Affiliation Studio Fundi Ltd, London, United Kingdom
- Sue Le Roux
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Roles Writing – review & editing
Affiliation The Aurum Institute, Johannesburg, South Africa
- Tonderai Mabuto
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Roles Writing – review & editing
Affiliation The Aurum Institute, Johannesburg, South Africa
- Michael Eisenstein
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Roles Data curation
Affiliation The Aurum Institute, Johannesburg, South Africa
- Olivia Keiser
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Roles Writing – review & editing
Affiliation Institute of Global Health, University of Geneva, Geneva, Switzerland
- Mhari Maskew
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Roles Supervision, Writing – review & editing
Affiliation Health Economics and Epidemiology Research Office, Department of Internal Medicine, School of Clinical Medicine, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
- Matthew P. Fox
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Roles Writing – review & editing
Affiliations Health Economics and Epidemiology Research Office, Department of Internal Medicine, School of Clinical Medicine, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa, Departments of Epidemiology and Global Health, Boston University School of Public Health, Boston, Massachusetts, United States of America
- Lucien De Voux
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Roles Methodology, Writing – review & editing
Affiliation Palindrome Data, Cape Town, South Africa
- Kieran Sharpey-Schafer
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Roles Writing – review & editing
Affiliation Palindrome Data, Cape Town, South Africa
Competing Interests
Jacques Carstens received funding in the form of salary from the commercial company Palindrome Data. Palindrome Data is partially funded by Janssen Pharmaceutica (Pty) Ltd, part of the Janssen Pharmaceutical Companies of Johnson & Johnson. There are no patents, products in development or marketed products associated with this research to declare. This does not alter our adherence to PLOS ONE policies on sharing data and materials.