Furthermore, given the prognostic value of HER2 status, we hypothesized that the features the model focuses on during decision‐making may correlate with tumor biological characteristics and prognosis and the prediction score is a significant independent predictor of overall survival (OS). The gene discussed is ERBB2; the disease is neoplasm.