Keywords: PNBM, post-neurosurgery bacterial meningitis; CSF, cerebrospinal fluid; WBC, white blood cell; ROC, receiver operator curve; AUC, area under curve; PPV, positive predictive value; NPV, the negative predictive value; PLR, the positive likelihood ratio; NLR