Residents were concerned when they spotted a police presence outside the medical centre on Church Farm Close in Lofthouse.
Police confirmed they were called to the GP surgery just after 9.30am due to concerns for a person's safety, but would not give further details.
A 52-year-old man was arrested over an assault on a police officer during the incident.