This cohort study uses data from the Surveillance, Epidemiology, and End Results–Medicare Linked Database to assess the attribution of patients with newly diagnosed lung, breast, colorectal, or prostate cancer to care from multidisciplinary specialists—medical oncologists, surgeons, or radiation oncologists—within 6 months after diagnosis.