No one was hurt, Monroe Fire Marshal Mike Fitzgerald said. The smoke apparently was related to a problem in the building's heating system.
It was reported about 1:15 p.m.
Some patients were taken into other areas of the building while firefighters checked everything out, he said.
Firefighters also responded from Snohomish, Sultan and Woodinville.
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