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They will work.... but ideally this should not happen.
The issue is that the hot is where the fuse is. In the event of a short, the transformer doesn't get the AC voltage at all.
When this is reversed, the wall voltage is present through the PS transformer, with various failure modes possible after that.
It is a minor safety issue, but a real one.