The Monty Hall Problem of Confusion

You are a contestant on a game show, and you have just opened a door to reveal three identical looking boxes. Two of them contain a prize (a toaster), and one of them contains a door that leads to another room with a sign that says "DO NOT OPEN THIS DOOR".

Your host, a charismatic game show host with a questionable mustache, has given you three options: