By excluding or reclassifying clients with evidence of long-term HIV infection (presence of OIs, CD4 counts <200 cells/mm3, prior HIV diagnosis, or ART history), our results showed a less biased proportion of recent infections among newly diagnosed persons living with HIV. Here, CD4 is linked to HIV infectious disease.