The battery was probably the cause, but checksum errors can be caused by a variety of things:
BIOS settings not retained (usually the battery)
Hard drive issues.
I would monitor it, but seems that aslong as your settings are correct and the issue does not return, then the battery was the likely cause.
Even with a new mobo, I have had weak and failed batteries (never know how long the batteries have been hanging around prior to installation)