Charles Darwin used to say that whenever he ran into something that contradicted a conclusion he cherished, he was obliged to write the new finding down within 30 minutes. Otherwise his mind would work to reject the discordant information, much as the body rejects transplants.

-- Warren Buffett

I have no idea whether this is true of Darwin, but it still might be good advice.