Answer
Low temperature can reduce voltage performance and the battery's ability to deliver current. Warm or condition the battery only as the manufacturer permits, then verify its temperature and health before flight.
Explanation
Lithium battery chemistry is temperature sensitive. A cold pack can show full charge while sagging more under load than the pilot expects.