ML-based scoring of PD-L1 IHC has demonstrated improving agreement with expert consensus in validation studies, reporting intraclass correlation coefficients (ICCs) around the ~0.8 to 0.9 range, though agreement metrics vary by assay, tumour type, and scoring system. This evidence concerns the gene CD274 and neoplasm.