I recently watched an Infinite Skills Tutorial in which the instructor, Rob McCulloch, was able to Extrude a Solid directly from a closed curve (not planar curve) by dragging the arrow on the Gumball Tool and then holding the Control Key.
When I and some Co-workers try it, it only extrudes a surface not a solid.