Ouch...that's no fun. I moved somewhere where my only direct options were GoJet and Mesa. Thank goodness then for Southwest and Midway, and the shuttle between them and ORD LoL...
Oh, and I can tell you - during my time there (now over one year ago), I only witnessed a few cancellations...