Only the more severe cases of scoliosis (or kyphosis and kyphoscoliosis) will qualify for Social Security disability benefits. There are two ways you can qualify for disability benefits. First, you can meet the requirements of a disability listing that is set out in Social Security's listing of impairments (called the blue book). Second, you can show that you are unable to return to work because of your limitations.