the decision curve analysis, clinical impact curve, area under the receiveroperating characteristic curve, and calibration curve were used to evaluate thenomogram prediction model’s clinical applicability, validity, discrimination, andconsistency. And we double-validate the prediction model using ten-fold crossvalidation and bootstrap validation.