Additionally, the AI-powered scoring demonstrated improved associations with patient survival in certain tumor types, highlighting its potential to enhance the accuracy and consistency of biomarker assessment in clinical practice [50] in detecting positive PD-L1 cases, which consistently correlated with both response and survival. Here, CD274 is linked to neoplasm.