Further, in a retrospective group of NSCLC patients treated with EGFR-TKIs without EGFR mutation testing, patients with higher EGFR mutation probabilities estimated from the model had significantly longer overall survival and longer duration of EGFR-TKI treatment than those with lower EGFR mutation probabilities. This evidence concerns the gene EGFR and non-small cell lung carcinoma.