A 38-year-old teacher presents with a 3-month history of low mood, anhedonia, poor sleep, impaired concentration and passive thoughts that life is not worth living, without active suicidal intent. There is no history of mania or hypomania and no substance misuse. According to CANMAT guidelines, what is the most appropriate first-line treatment approach for this major depressive episode?