My rule, after years of this: if it cannot survive being written down with the numbers attached, it is marketing.

If it needs three other compounds to notice, you have not tested the first one.

Loose evidence and no evidence are different, and people overcorrect in both directions.

Read the methods section. It is the only part that says whether the conclusion is allowed to exist.