Most clinical trials test new experimental drugs and may require travel, randomization, or placebo control. This study is different. It does not test a new drug. Instead, it evaluates diagnostic tests that help match patients to already FDA-approved cancer drugs. You stay with your own oncologist, there is no randomization, and no placebo. Your doctor makes all treatment decisions. The study observes and tracks outcomes to determine which diagnostic tests best predict drug effectiveness.