CEACAM5 and xanthoma: The ten most important variables (atrophy range, xanthoma, MLR, MLR range, age, maximum MLR > 2 cm, CA72–4, Hemoglobin, male, CEA) identified are depicted in Figure 3A. Furthermore, SHAP analysis was performed to visualize the contribution of each variable to the model’s output (Figure 3B).