This phase II trial is studying the side effects of gemcitabine and to see how well it works in treating patients with recurrent or persistent endometrial cancer. Drugs used in chemotherapy, such as gemcitabine, work in different ways to stop the growth of tumor cells, either by killing the cells or by stopping them from dividing.