Hospice care is typically considered appropriate when a cancer patient has a prognosis of six months or less to live, as determined by their healthcare provider. It is a decision that involves the patient, their family, and their healthcare team. The goal is to shift from curative treatment to palliative care, emphasizing comfort and quality of life.