I don't know that a verdict gets thrown out very often, unless it's clearly contrary to the evidence, and if that's the case the judge should have granted the directed verdict. If a case is reversed it's usually based on a legal error somewhere in the trial. I guess you could call that throwing out a verdict, but it really isn't. It results in a retrial though.