The features selection algorithm identified line of treatment, histotype, IHC PDL1 (binarized < 25% versus ≥ 25%), ECOG PS, anemia, thrombosis before therapy, NLR, LDH, metastases sites, and ACCI as the most informative subset of predictors of the outcome. Here, CD274 is linked to anemia.