A total score was calculated using sex, age, history of cancers, family history of cancers, history of other lung diseases, smoking history, clinical stage, clinical T stage, clinical N stage, tumor size, tumor location, central location, and CEA. The gene discussed is CEACAM5; the disease is cancer.