The approach leverages ubiquitous ward data (vital signs, CBC-derived indices, CRP, albumin, BMI) rather than specialized cytokine panels, aiming for immediate implementability in resource-constrained TB units [1,2,3,5,6,7,8,9,11,12,13,14,15]. This evidence concerns the gene CRP and tuberculosis.