The average F1-score, computed across 10 attributes from 8 domains (other primary malignancy, congestive heart failure, squamous NSCLC, organ/tissue transplantation, platelets, programmed death-1 antibody therapy, programmed cell death protein-1 or programmed cell death program-ligand 1 positive, stage groups, prior LOT [line of therapy], and ECOG), was 0.94 (range 0.82-1.00 [37]). Here, PDCD1 is linked to congestive heart failure.