This trial tests three different ways to prevent allergic reactions in women with gynecologic cancers who are treated with paclitaxel. The methods involve using steroids and antihistamines before the treatment. The goal is to find out which method works best to keep patients safe from allergic reactions. Paclitaxel is a plant product highly active in numerous cancers, but it has a significant incidence of hypersensitivity reactions, which are typically managed with steroids and antihistamines.