Just found this on the Continental Airways website:-
Stroller as Checked Baggage
Continental accepts one stroller in lieu of one piece of free baggage. When checked as baggage, all excess, oversize and overweight charges will apply. Continental is not liable for damage to strollers. Excess Valuation may not be purchased for strollers.
So it looks like you can take it!
Have a great time
ab
