Within each analysis stratified by stage of infection at diagnosis, we also included CD4+ count at the time of viral load measurement as a covariate, because CD4+ levels will decrease as disease progresses, accounting for additional variance in viral load due to time since infection34. Here, CD4 is linked to infection.