Figure 5 presents four cases using the LIME validation set, including two death cases (Figures 5A, B) and two survival cases (Figures 5C, D). These charts showcase the top ten factors that have the greatest impact on patient survival or death and explain how these characteristics influence patient outcomes. Specifically, Figure 5A illustrates that male gender, absence of diabetes, absence of chronic pulmonary disease, use of non-invasive ventilation, and presence of low albumin levels (≤29.48 g/L) increase the risk of death. Here, ALB is linked to diabetes mellitus.