Oops looks like traditional traditional RC doctrine says anyone who dies unbaptized goes straight to hell:
"Be assured, and doubt not, that not only men who have attained the use of their reason, but also little children who have begun to live in their mothers' womb and have there died, or who, having been just born, have passed away from the world without the sacrament of holy baptism, administered in the name of the Father, Son and Holy Ghost, must be punished by the eternal torture of undying fire; for although they have committed no sin by their own will, they have nevertheless drawn with them the condemnation of original sin, by their carnal conception and nativity."
—Bishop St. Fulgentius