Being cold, or being out in the cold, does not result in illness. Well, maybe hypothermia or frostbite if you get too cold.
A runny nose from cold weather exercise is not a symptom of illness, it's a normal physiologic response.
Exercise is a good thing, hot or cold weather.
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Bacchetta Giro A20, RANS V-Rex, RANS Screamer