INS and gestational diabetes: Another prediction model was developed by Pertot et al., who conducted a prospective study analyzing data from 3009 GDM patients at the Royal Prince Alfred Hospital clinic in Australia to identify risk factors for insulin treatment, between 1995 and 2010 [20].