Running anything in full screen on OS X is a barbaric act and should never be done.
There's the little arrows in the top right of every window, and the 'Zoom' menuitem on the Window menu. To add a shortcut, go to System Peefs>Keyboard> Shortcuts >App Shortcuts and hit +. Put 'Zoom' into Menu Title and pick your key to zoom the front window full screen