I was worried as to the source of this study and the people who are claiming this "puts to rest the controversy of antidepressant drugs".

It's all psychologists who naturally benefit greatly from a public perception that medication is effective. If I had seen quotes from psychologists saying "This is better than therapy - I'm stopping therapy and giving them drugs" then I would be on the bandwagon with the rest.