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To go out drinking
"Why is he feeling rough this morning? He was out on the shoe last night."
by Funbus June 30, 2010
To go, or on the run. Double meaning: Shoo as in leave or depart.
"I'll take this food on the shoe"
by Eric Stratton, Rush Chairman March 28, 2010