Depends on the kind of thing. Science is great for some things, but doesn't work well with others. It is just one of the ways honest rational people try to determine what is true. To limit oneself to science alone is just sad.
The whole point of science is to throw out prejudice and look strictly at the facts.
But, hey. Feel free to "go beyond" science and believe whatever. Isn't that what you want? To believe in something that science doesn't support? You have to rationalize it somehow I guess.
There are plenty of people that have "gone beyond" science. Most of the time they end up believing foolish things. Science helped up put aside foolish things.
Of course it's a free country. So believe what you will.