Teams of officers have been working overtime this week to prevent retaliation after a series of shootings last Thursday.
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Officers say they stopped 19-year-old Charles Muhammad and another 16-year-old after they ran a stop sign. Inside the car, police found a loaded revolver.
Police say both are known gang members.