ALB and Pleural effusion: The same 16 variables (SIRS, hematocrit, platelets, prothrombin time, albumin, AST, glucose, serum creatinine, BUN, cholesterol, HDL, LDL, triglyceride, serum calcium, C-reactive protein, and pleural effusion) were used for the RF model.