Keep that baby well staked at least for 12 more months as that gap starts healing over next spring. You have a good looking leafed out tree, I think it will heal up during next years warm months. Next spring keep well watered and well fertilized to boost growth over that ugly spot.
Even this fall it will heal up a bit but the real takeoff starts next February-March.