MDW and ORD are both susceptible to bad weather in slightly differing ways. MDW could be limited on flights with poor visibility or condition related to the short runways. If it becomes clear that only a reduced percentage of flights can come through then it would be a partial cancel like you observed, as opposed to a big blizzard that gets all the flights stopped.
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