CEACAM5 and neoplasm: Meanwhile, the ADTree model showed independent prediction compared to the CEA (p = 0.091) and CA19-9 (p = 0.21), which indicate that the combination of ADTree prediction and these tumor markers has potential to enhance the accuracy to discriminate CRC from the other groups.