Figure 5B depicts the typical tree structure optimized by XGBoost, highlighting MG70‐FSG, CA19‐9, CEA, CA125, and AT271‐FSG as key factors in differentiating PAC and HCC. The gene discussed is CEACAM5; the disease is gonorrhea.