I've heard, "I'll have to take that under advisement" used sarcastically to express doubt, but I think the real meaning of that expression is to subject "the thing" to close scrutiny, or to study it deeply, or to seek professional advice.
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Anonymouslet me know if the phrase "to take something with doubt" is correctI've never used it, and would probably not. I don't remember hearing it.