CALCA and cancer: Although PCT showed stronger association with septic shock (RR = 2.24, p = 0.001), IL-6 (RR = 8.21) and IL-10 (RR = 4.28) demonstrated superior predictive capacity for this critical outcome, emphasizing the clinical utility of cytokine-based risk stratification in febrile pediatric cancer patients.