For asymptomatic neurosyphilis, the AUC of Model 2 was not statistically different from that of the ratio of CSF/serum CXCL13 (p = 0.6634), but it was higher than that of CSF VDRL (p = 0.0412). Here, CXCL13 is linked to neurosyphilis.