CRP and alkaline phosphatase measurement: In this study, LDGs demonstrated an AUC of 0.967 for assessing the severity of AP, markedly outperforming conventional indicators, such as CRP (AUC = 0.686), APACHE II (AUC = 0.821), and BISAP (AUC = 0.845).