I suppose one of the ultimate questions is whether any of the jurors know that this happened. If they do, then I would argue the jury has been irretrievably tainted.
Unfortunately, since this cannot be laid at the feet of the prosecution, it is quite likely that it will be used to grant a mistrial without prejudice, thereby giving the prosecution a second bite at the apple, a second bite they should otherwise have been denied based on their own misconduct.