To grow the RSF, we randomly selected 70% of the patients in the cohort, utilized 1000 base learners, and included the following covariates as input: ECOG status, TMB, CGB7 expression, platinum chemotherapy history, stage, tobacco use, sex, tumor cell PD-L1 level, and intravesical BCG administration. Here, CD274 is linked to neoplasm.