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

A subinvestigator treating a Treatment Group subject will receive the Psychiatric Electroencephalogram Evaluation Registry (PEER) Interactive Report (of probable medication response) under investigation and will incorporate the Report information during prescription of medications to the Subject. A subinvestigator treating a Control Group subject will NOT receive the PEER Report and will treat the Subject with Standard of Care. The subject will be blinded to group assignment and will provide the primary outcome measure - Quick Inventory of Depressive Symptomatology - Self Report 16 item questionnaire.