An estimated 6.7% of the U.S. population suffers from at least one major depressive episode each year. Unfortunately, only 35% of patients with severe symptoms see a mental health provider and approximately 20% receive care consistent with current guidelines. Jvion’s Major Depression Vector is designed to improve the rate at which patients with major depression are diagnosed and provided access to treatment from the best resources. The machine identifies the risk of a patient experiencing a major depressive episode within the next six months. This includes the medical and socioeconomic factors that are driving the individual’s risk. Recommendations are provided, which focus on screening, referrals, and overcoming individual barriers to treatment.