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Officers found a man in his 20s face down with multiple gunshot wounds. The man was taken to San Francisco General Hospital where he died, police spokesman Officer Carlos Manfredi said.
Officers are searching for the suspect, interviewing witnesses and collecting any video evidence available.
Bay City News contributed to this story.