The game - originally scheduled for Monday, 24th April - will now be played on Friday, 21st April.
Kick-off remains 7pm at the Riverside Stadium.
Peter Beardsley's side were 2-0 winners against Boro at St. James' Park in October, with Sean Longstaff and Yasin Ben El-Mhanni on target.