Yes. See Theorem 7 of the paper A survey on Seifert fibre space conjecture by Jean-Philippe Préaux. One has to understand the "Seifert spaces modulo $\mathbb{P}$" introduced by Heil and Whitten. (This is the first time I've had to think about these - life is simpler when we assume orientability!)
Sam Nead
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