Gilpin spent the summer following her first school year at Clarence White School in Colorado Springs and then moved back to New York in the Fall of 1917. Shortly after, she contracted influenza and was unable to take photos for six months. She came under the care of Elizabeth Forster, a nurse, who became her lifelong friend and companion. When she was well again she began working and taking photos again but never went back to school, and her period of formal study of art came to an end.