Prader-willi syndrome patients suffer from something very similar to this. They constantly believe that they're starving to death, and some will eat until they die from their stomachs rupturing. It is the singular condition for which I feel sympathy. That being said though, even they won't gain weight if accurately counting calories. Edit: and now I see the two other responses saying essentially the same thing. I'm going to leave it though.