> Calling it a fact check (even implicitly) causes people with poor critical reading skills - to wit, almost everyone - to interpret the expert opinion as being undoubtedly true.

In my experience, people with poor critical reading skills don't read. Instead they just regurgitate what they heard on FOX, which is that fact check websites are a liberal scam.