Brief Summary: The goal of this study is to increase and improve Goals of Care discussions for advanced cancer patients by training medical oncologists to conduct these discussions. The investigators will evaluate the GoC discussion's effects on patient satisfaction, receipt of treatment in line with preferences, use of aggressive treatment, and oncologist communication skill.

Detailed Description: Among advanced cancer patients, discussions about prognosis, goals of care (GoC) and end-of-life preferences improve quality of life of patients and reduce rates of hospital and ICU admission. Yet, few patients know their chemotherapy treatments will not cure their disease despite nearly all wishing to receive information- good \& bad. Currently, 37% of advanced cancer patients have GoC clarifying discussions and when they do, it is often in the last 2 months of life when symptoms are uncontrollable and oncologists have no other treatments to offer. These discussions do not usually happen with the patient's personal oncologist. Current efforts to teach oncologists such skills are impractical, requiring a lot of time away from their office practice and do not take into account job pressures. The goal of this study is to increase and improve GoC discussions for advanced cancer patients by training medical oncologists to conduct these discussions and evaluate its effects on patient satisfaction, receipt of care in line with preferences, aggressive care utilization, and oncologist communication skill. The investigators will recruit 280 patients of which half will come from intervention doctors and the other from the control doctors. The investigators will train randomly selected oncologists to conduct GoC discussion. Patients will be surveyed at baseline within days of their GOC visit and at 6 months. Oncologists will be audio-taped at baseline and after training is complete to assess practice and skill to conduct GoC discussions. Primary outcomes include patient reported conduct of and satisfaction with GoC discussion. Secondary outcomes include oncologist communication skills, feasibility of performing GoC in the outpatient setting, receipt of care in line with preferences, use of hospice, chemotherapy or ICU in the last 30 days of life.