I believe the cold weather weakens your immune system such that you are much more susceptible to pick up the virus. You'd still have to come into contact with the virus. I suppose someone walking or riding a head of you with the flu who sneezes or coughs could possibly lead to someone coming in behind and breathing that air and getting it.