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This article provides a brief overview and application of MOST and factorial trial design in palliative care research, including our insights from conducting a pilot factorial trial of an early palliative care intervention to enhance the decision support skills of advanced cancer family caregivers (Project CASCADE). Patient prognostic understanding is improved by oncologists' discussions of life expectancy. Most patients deem it important to discuss prognosis with their oncologists, but a minority of cancer patients within months of death report that they h