Grad-CAM visualization highlighted clinically relevant features (eg, age, gender, smoking history, American Society of Anesthesiologists physical status classification (ASA) grade, liver disease, pulmonary disease, and initial carcinoembryonic antigen [CEA] levels). This evidence concerns the gene CEACAM5 and lung disorder.