...I would probably grab my customized 1917 Swedish Mauser in 6.5 x 55mm, but only because I'm especially confident that I'll hit whatever I'm aiming at, at any reasonable range. For close up personal defense, I'll choose the 9mm CZ75, for much the same reason. Then again, there's absolutely nothing wrong with a .22LR, in the hands of a good marksman.
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It's later than you think...