He's gone where the ducks wear mitts.

“He's gone where the ducks wear mitts.”

A colourful Newfoundland way of saying someone has gone completely crazy.

— Traditional Canada Wisdom, Canada

Source: Traditional Newfoundland and Labrador English expression, documented in popular references on Newfoundland sayings.