Firefighters remained on the scene of the fire in the city's Homan Square neighborhood.
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Video shows the massive blaze that went up on West Lexington Street Sunday.
Investigators said a woman in her 60s and two children were at the hospital being checked out.
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They're now investigating the cause.
Authorities did not provide further information about the incident.