The deputy is in stable condition and is undergoing treatment at a hospital.
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The incident occurred around 1 p.m. at the Compton station, according to a tweet from the sheriff's department.
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The deputy, who has not been identified, was rushed with escorts to St. Francis Medical Center in Lynwood.
Circumstances surrounding the incident were not immediately known.