This study is being done to answer the following question: Does duloxetine (either 30 mg or 60 mg) prevent numbness, tingling, and/or pain caused by your colorectal cancer treatment with oxaliplatin? We are doing this study because we want to find out if duloxetine can prevent Oxaliplatin-Induced Peripheral Neuropathy (OIPN).