1 London School of Hygiene and Tropical Medicine, London, UK. Electronic address: Ciara.McCarthy1@lshtm.ac.uk.
2 London School of Hygiene and Tropical Medicine, London, UK; Statistics, Modelling and Economics Department, National Infection Service, Public Health England, London, UK.
3 London School of Hygiene and Tropical Medicine, London, UK.