CD4 and infection: Longitudinal CD4 and viral load measurements enabled us to estimate HIV infection times with a Bayesian model trained on data from 19,788 seroconverters with known date of last negative test from the CASCADE collaboration.38,39 We used posterior median infection time estimates to calculate the time elapsed (6).