CD4 and infection: To analyse changes in universal test efforts, we employed the back-calculation method to determine the average of the estimated time from infection to diagnosis for patients initiating ART, based on the CD4 elimination model parameters estimated from HIV/AIDS data in the National AIDS Case Report Database [18, 19].