Eligibility for disability benefits typically depends on the severity of the cancer diagnosis, the impact on the individual's ability to work, and the specific criteria of the benefit program. Generally, applicants must provide medical evidence demonstrating that their condition significantly impairs their capacity to perform substantial gainful activity.