If the math says so, or if some preliminary experiments say so, it's the task of a scientist to go there and check. Not doing so because you don't like the consequence is incredibly arrogant and anti-scientific.

That said, the usual disclaimers about confidence intervals apply. Also, not checking because you have better things to do is perfectly ok.