CD40LG and major depressive disorder: By contrast, for the patients with primary F3 diagnoses the final NN model yielded a slightly smaller 19.6% subgroup (n = 35) with a similarly significant linear correlation of r = 0.644 (p = 0.00003) between the global depression score and IgM levels, and a false-positive prediction error rate of 11.4%.