The structure of the final decision tree is presented in Figure 4C, highlighting the key decision nodes: Hypocalcemia at Admission, Urine Albumin-to-Creatinine Ratio (UACR) at Admission, NS, Uremia, and Coronary Heart Disease. Here, ALB is linked to Hypocalcemia.