Imo most trials should have two parts (1) do a blind bid so competitors can conduct trial (2) fund trial yourself as well. Hide names of both people conducting trial.

Keep results hidden and send both results to FDA for review. Publish both results after review. Only attach names of entities who conducted the trial at the end.

This enables for a full replication and evaluation without anyone knowing who did anything. And at the very least reduces risk of corruption.