I only know it from M*A*S*H. Whenever they had to move the hospital on very short notice, everyone would be crying "Bugout!"
Oh, you have a good memory.
An interesting side note to this, is that Dr Micheal DeBakey, the Houston heart surgeon, who is credited with inventing the MASH concept, was born in Louisiana.