Think about all the times you put someone on a hand and you're wrong. Then compare it to all the times you put someone on a hand and you're right. See what I mean?

BTW, if you have a strong read on someone, then by all means go by it. But what you are describing is not a read, but more of a feeling or intuition. Do not confuse the two.