Investigators say a woman with a gunshot wound was dropped off at the hospital around noon on Friday.
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Using hospital surveillance -- they identified the vehicle she was dropped off in -- and tracked it down.
But two men inside ran from officers.
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One man has now been detained but another got away from police and they're still searching for him.