ALB and hematologic disorder: Unlike traditional scores such as Khorana and ThroLy, which rely heavily on tumor type and platelet count, the D-dimer/albumin ratio simultaneously captures hypercoagulability, inflammation, and nutritional status—three major contributors to thrombosis in hematologic malignancies.