A Juniper berry is the female seed cone produced by the various species of Junipers. It is not a true berry but a cone with unusually fleshy and merged scales, which give it a berry-like appearance.
The Children's Hospital of Philadelphia has this to say on the topic:
"Mistletoe berries are considered relatively non-toxic in small quantities. Large amounts of the berries can cause stomach...