Except it isn't that easy to. There is probably going to be some bias, not to mention that subtle unconscious hints from participants could be picked by the participants.

http://www.newscientist.com/article/dn22144-brain-might-not-...

Also it's important to remember most of science theories can be overturned easily by new evidence. So I'm not sure science is 100% certain in either way.