Depression is among the most common and burdensome diseases worldwide and in Canada. It is treatable with effective pharmacological and psychological treatments, but fewer than 50% of individuals achieve remission with the first treatment. The unsatisfactory outcomes are at least partly due to a gap in evidence on which treatment benefits which individual.