Additionally, to clarify the contribution of each variable in constructing the NRPS to its outcomes, we performed SHAP analysis, which showed that NOTCH1 had the highest absolute SHAP value (Figures 1K-M), suggesting that NOTCH1 may play a central role in the process by which the NOTCH pathway influences the prognosis of cervical cancer patients. The gene discussed is NOTCH1; the disease is cervical carcinoma.