You may take the inotuzumab ozogamicin for up to 6 cycles. You may continue taking bosutinib for as long as the doctor thinks it is in your best interest. You will no longer be able to take the study drugs if the disease gets worse, if intolerable side effects occur, or if you are unable to follow study directions.