Mongodump cause mongodb to crash?

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Running backups on a Mongo Replica set - 1 primary, 1 secondary, 1 arbitrar. Had a instance where all three stopped talking to one another and all went to secondary.

I ran a backup against the the Replica set with Mongodump. Would that cause the DB's to switch? Is there harm in running mongodump against a running production system on the Primary?

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