The Blues' £3million summer signing from Cardiff had only been on the pitch for four minutes when he was dismissed by referee Keith Stroud for lashing out at Colchester United captain Karl Duguid on 70 minutes.
Blues may yet appeal the Hampshire official's decision to show a straight red card for violent conduct which will mean Jerome missing the next three games.