Sorry to hear. I also got a refusal on the same reason so I applied for CAIPS .i.e. actually the notes provided by VO. It gives detailed explanation of the refusal of visa. I would recommend you to go this process and then reapply for visa.
Let me know incase of of any more questions.
Best of luck!