Doesn't the verdict of the trial related to the bail request have impact upon that? (legitimate question. I don't know if non-guilty parties are more/less likel

Doesn't the verdict of the trial related to the bail request have impact upon that? (legitimate question. I don't know if non-guilty parties are more/less likely to skip than guilty parties?) That's assuming that we can agree that the justice system works impartially to begin with. I don't know of many people (including myself) that could agree with that.