We used one of the "T" type bait traps, the rats can get in bit the chickens can't. Set it just outside their run and finally got them.
http://www.amazon.com/gp/product/B001QT4F1O?psc=1&redirect=true&ref_=oh_aui_search_detailpage
And this is the link for the bait we used...