As the fourth season finale begins, we are informed that 8 months have passed. Edith has spent the time away in Geneva, and according to Ivy, appears to be very tired we know she must have had her baby while away on this trip, and chose to return to Downton without the child.
SOURCE: BroadwayWorld at 10:28AM on February 24, 2014