Deputies found the woman with a gunshot wound to her arm near Grand and Harding Avenues just after midnight.
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First responders treated the woman at the scene. She is expected to recover.
Investigators said the victim wasn't cooperative with their investigation.
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Sheriff's officials have not released a description of the suspect.