If the facts are contrary to any predictions, then the hypothesis is wrong no matter how appealing.
It is absolutely essential that one should be neutral and not fall in love with the hypothesis.
Indeed, scientific truth by consensus has had a uniformly bad history.
One finds the truth by making a hypothesis and comparing observations with the hypothesis.
Truth in science is always determined from observational facts.