The fire broke out Saturday just after 11 a.m. on Holland Avenue in Williamsbridge.
Heavy smoke spilled out of the six-story apartment building.
Investigators believe the fire started in a third-floor unit.
In addition to the person with critical injuries, two other people needed treatment.
The exact cause of the fire remains under investigation.
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