Actually, uranium itself is about as dangerous as lead. Sure, you do not want it in your food or water, but by itself it is pretty safe and stable.
And there are tons of civilian products that use uranium. Many inks for your ink jet printers use uranium, as well as dentures. A lot of newspaper inks also use it, as to aircraft and sailboats for ballast.
And some of the most sought after antique dishware, "Depression Glass" has it's unique colors because of uranium. Heck, it is even used now in golf clubs!
Island Breath: Radioactive Golf Clubs now available
I always laugh whenever the subject of DU comes up, because it is literally all over the place, and has been for decades.
Uranium is dangerous, just as any heavy metal is dangerous. Lithium, mercury, lead, uranium, cadmium, arsenic, antimony, even radium (even though this is a radioactive gas, it is still classified chemically as a metal). These are all deadly, but pretty safe and stable as long as contact is kept to a minimum.
Heck, even iron, copper, nickel, and flouride can be deadly. And there have even been deaths from excessive amounts of dihydrogen oxide.