Among the biomarkers, high serum IL-10 was the most powerful cytokine predictor of severity (OR = 5.75, 95% CI: 2.80–11.70, p < 0.001), indicating that children with markedly elevated IL-10 had nearly six-fold higher odds of developing severe pneumonia. Here, IL10 is linked to susceptibility to pneumonia measurement.