the data showed a significant direct effect on severity indicators in the following variables: male sex (p=0.013), skin color (p=0.023), level of education (p=0.000), urgent admissions (p=0.000), late diagnosis (p=0.001), diabetes mellitus (p=0.001), hypertension (p=0.004), kidney disease (p=0.002), high viral load (p=0.006), CD4+ count below 200 (p=0.005), fever (p=0.016), weight loss (p=0.013), co-infection with hepatitis C (p=0.004), and mortality (p=0.007). Here, CD4 is linked to hepatitis C virus infection.