Officials said the gunmen knocked on the victim's door at around 10:15 a.m., announced they were UPS workers and said they were there to deliver a package.
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It happened at a home on 24th Street between 20th Avenue and 21st Avenue in Astoria.
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When the victim started to open the door, the so-called deliverymen kicked it open and shot him.
The 53-year-old victim was struck in the leg and taken to a nearby hospital in stable condition.
The two attackers fled the scene.
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Detectives are investigating the motive for the shooting.