I would assume the changing climate would have been the single biggest killer. Humans probably took a toll but a changing climate was inescapable.
The receding ice shelf and the changing environment that accompanied it has long been the conventional wisdom for mega fauna extinctions. The low population numbers for humans, especially in the Western Hemisphere has always made human caused extinction difficult to explain.