I dont know the differences between a walk-thru designed for security and one on a high-speed production line designed to find a 10-32 nut or trash metal in the food. I know the one I walked thru beeped with a penny in my pocket, so I guess it's pretty sensitive. I imagine high vibrations, loud noises, RF, etc could set off either.
With a walk thru, if you set it off you usually get "wanded" with a hand-held unit that's much less sensitive. It wont detect metal implants or screws or a lighter, but will pick up a knife or gun, which is what most places are concerned about.