Finally, based on the selection process used, the covariates tumor site, age, numberof radiotherapy sessions, progesterone receptor, Ki-67 protein, HER2 mutation, andmolecular subtype were not included in any of the regression structures. Here, MKI67 is linked to neoplasm.