Intellectually dishonest does not mean attempting to deceive, it means fooling yourself. It means wanting to believe something that is at odds with reality.
It is basically a stubborn refusal to follow where the evidence leads; To insist that it goes where you want it to go, even when it doesn't.
It is usually a form of delusion, where someone cannot grasp that they are mistaken.