I think there might be a broad difference in the severity of the consequences for 1) incorrectly detecting brain tumors and 2) incorrectly predicting the weather

Good point! But if through some bizarre circumstance my guess about the weather would determine the fate of all humanity, I would still check the weather rather than relying (solely) on my own instincts.