https://www.nice.org.uk/guidance/cg90
The most significant clinical problem with antidepressant use is, as the NICE guidance makes clear, that different patients respond differently (or not at all) to different drugs, probably because depression is a constellation of conditions rather than a single disease. I can't speak to other mental health conditions (because I don't have them and don't follow the science at all carefully) but we're a long way from knowing all the causes of depression, let alone knowing how to treat it reliably in all patients.