Is it possible at almost 5 months? she has been screaming and crying for the better part of 3 days
Sure is. I would suggest seeing the pediatrician though for peace of mind. If this is new behavior it may be something medical like an ear infection. Or teething, that will do it too.
The first thing that comes to my mind at this age is how is the teething situation?