At the end of the day, people most trust results that validate in multiple datasets. No one really cherry picks one thing and builds off of that or they get slammed in peer review until they come back with sufficient evidence in the literature or through novel experiments.

A lot of things, in fact, do work. Hence, modern science producing so much despite this reproducibility crisis being even worse in decades past.