The problem is that the effect sizes for most anti-depressants is quite small and the role of pharmaceutical companies in advancing their use has been quite a bit larger. The difference between psychotherapy and medication and psychotherapy alone is small.

I would also point out that dialysis, chemotherapy, etc are also quite expensive, time consuming, and difficult to scale. We still consider them valid, life-saving treatments.