Stay away from your baby please. Catching a cold or flu has nothing to do with you being outside in cold weather. The flu and colds are more common in the winter months because that is when the viruses spread across the country. Many people become ill due to the fact that we tend to spend more time indoors in close contact with other people in heated homes. Because of the heated close quarters, germs are more easily passed from person to person.