What sort of disease turns your skin yellow?

Liver. The most common cause of skin turning yellow is the jaundice that comes from liver dysfunction. This needs immediate attention from a gastroenterologist.
Carrot juice? Dr. Bensinger is correct, and that requires immediate medical consultation; however it could be something as innocuous as ingestion of too much beta-carotene (carrot or carrot juice) best of luck!