Study to Evaluate the Safety and Efficacy of PEER Interactive to Inform Medication Prescription for Subjects With a Primary Diagnosis of Depression

This is a prospective, multicenter, randomized, double-blind, controlled study to evaluate the effectiveness of Psychiatric Electroencephalogram Registry (PEER) Interactive to inform medication prescription in subjects with a primary diagnosis of depression with comorbidity of non-psychotic behavioral disorders versus treatment as usual, as determined by the investigator. The primary measurement for improvement of the subjects depression will be a self-evaluation questionnaire, the Quick Inventory of Depressive Symptomatology-Self Report 16 , but the investigators will also collect information on their clinical global improvement and any reduction in adverse events.