The study will consist of 3 periods: screening, dosing, and follow-up. If you choose to join this study, we will find out if you are eligible during the screening period. During this period, you will:

• Have a physical exam
• Answer questionnaires
• Have blood draws and give urine samples
• Have a heart scan (ECG)
• Have several images taken of your tumor(s) and organs (photographs and CT/MRI scans)
• Have a small biopsy done of your tumor, unless you have already had one recently

If you are eligible for the study, you will get a random assignment (by chance) to 1 of 2 groups. You will either:

• Take a combination of the study drug with crizotinib (both are oral drugs); OR
• Take the study doctor's choice of either pembrolizumab alone or ipilimumab and nivolumab every 3 weeks

You have a 2-in-3 chance of being assigned to the study drug group and a 1-in-3 chance of being assigned to the doctor's choice group. You will have tumor measurements every 12 weeks. You will continue with your assigned regimen until the study doctor believes that your are no longer receiving a positive benefit.