Green’s Dictionary of Slang

scatter! excl.

also scatter out!

go away! leave!

[US]W. Guthrie Bound for Glory (1969) 262: ‘Boys – scatter out!’ ‘Beat it!’.
[US]H. Selby Jr Last Exit to Brooklyn 14: Alex laughed, Scatah, and walked slowly to the coffee urn and filled a cup.