I think you have to accept what the doctors say that you have anxiety. Learn about your particular type of anxiety disorder. Also realize when anxiety disorders run this deep they can be horrid and disabling, people actually sometimes go to hospital "just" because of anxiety.

You have to learn to live without reassurance that you are not developing schizophrenia, reassurance keeps the illness alive. Tough I know.