The investigators hypothesize that in clinically representative patients with bipolar disorder, who respond to acute treatment with a newer antidepressant medication in conjunction with a mood stabilizing medication, continuing the antidepressant for 12 months will reduce the risk of relapse into any mood episode, including depression, mania, and hypomania, compared to stopping the antidepressant after 8 weeks.