I argue that since Supernatural very rarely, if ever, submits any explanation for the creatures they encounter, then such creatures exist outside the realm of what we know, or possibly can know. In such a world, it is impossible to say God does not exist.
Yes, one of the points is that science can go bad. But I'm not positive Fringe ever showed a scientific advance that was used for good.