The problem with being barely measurably better than a placebo is that each study is a coin flip whether it supports your drug or not. And you can just file drawer any study that didn't go your way (as happens with the majority of null results).

So the published results are over-sampling studies where the statistics happened to work and under-sampling studies where they didn't.