Neither the discussion nor the conclusion mention this, so maybe I'm misinterpreting something?
> We did not detect a difference in the odds of lifetime or past-year suicide attempts or attempts resulting in hospitalization. It is possible that we were underpowered to detect these differences given that suicide attempt items were less frequently endorsed than suicidal ideation items (Table 3). Given this study’s retrospective self-report survey design, we were unable to capture information regarding completed suicides, which may have also reduced the number of suicide attempts we were able to account for. Given that suicidal ideation alone is a known predictor of future suicide attempts and deaths from suicide, the current results warrant particular concern.
Here's a study showing evidence that gender dysphoria treatment in children improves well-being and mental health: https://pubmed.ncbi.nlm.nih.gov/25201798/
There's loads more.