Analysis of electronic medical record data from a retrospective cohort of patients diagnosed with HER2-negative breast cancer from 2018 to 2023 within the Guardian Research Network, classifying HER2 status by immunohistochemistry (IHC) score. Here, ERBB2 is linked to breast cancer.