commonly used in replace of the phrase "oh my god" or "oh my gosh" to not offend people. Also, it just sounds more awesome. abbreviated "omd"
Noel: He couldn't dance that well becuase he was too stiff!
Gina: Oh my dearie!
Noel: Not like that!
(Trips and spills coffee)
Oh my dearie.