Peer review is of utmost importance. Any researcher can make mistakes. I can read papers and apply them, but I need expert opinion to trust the papers. I am not skilled enough in any but my specialties.

I do see papers with outlandish claims and very weak support. This kind of excessively bold statement I see in many papers is a red flag for me.