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Pompey missed out on a return to Wembley after being held to a goalless draw at home by Sunderland.
It meant that Chris Maguire's strike in the first leg on Wearside was enough for the Black Cats to reach the final.
The Blues had the best chances, with Jon McLaughlin making several fine saves and Matt Clarke's header hitting the crossbar.