Police say the bomb had been placed under the ambulance last week when emergency crews responded to a call on the same block where the suspect lives.
Durham police say the teen turned himself in on Friday.
He is charged with manufacturing and possession of a weapon of mass destruction.
A medic found the device, which was made from a cereal box and was filled with nails, shotgun shells, gunpowder and firecrackers.
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