CD4 and bacterial infectious disease: Fig 4A illustrates the ranking of the six indicators based on their significance. The logistic regression was then employed to evaluate the performance of the variable sets. As shown in Fig 4B, the model exhibited the best performance when the variable set contained three indicators. Therefore, FIB, bacterial infection, and CD4+T cell count were selected as the final indicators to be included in the model.