IL6 and coinfection: These 16 candidate predictors were entered into multivariable logistic regression, eventually identifying nine independent risk factors, including age, preterm birth, underlying condition, seizures, NLR, IL-6, LDH, D-dimer, and co-infection (Figure 3A).