The simulated data is based on observed cases in South Africa up to 15 June 2021 by scaling the number of cases and adding noise to the number of infections to reflect variation in infection counts. The yellow dotted line represents the fitting date (28 February 2021), and the red dotted line represents the date after which an increase in reinfection risk is simulated (1 May 2021).