We very rarely have just ice on the roads. The only time we get that is when the air temp is fairly warm but the roads are cold. Typically road salt is pretty effective in those situations.

More often an intersection will get icy or it might suddenly turn cold after being warm enough to have standing water.

Plain old ice is very passable on studded tires but I doubt I would venture out into a high traffic area.