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2.
To go out drinking
"Why is he feeling rough this morning? He was out on the shoe last night."
by Funbus June 30, 2010
 
1.
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