 He was a member of the Société de Médicine, Société d' Hypnologie, La Société Française d' Hygiène, and a few others.After retirement at the age of 72, Gélineau switched to wine production, continuing the family tradition.He was awarded gold medals at exhibitions in Antwerp and Paris.