My hot spoon isn't made up of uranium and didn't come out of a nuclear reactor, and isn't radioactive, so I'm not sure how that addresses GP's concerns.
But that wasn't the point being made here. The point being made with the hot spoon example is that EM radiation doesn't make other things radioactive (except insofar as it heats things up). This is equally true of gamma radiation as thermal radiation. Thermal radiation and gamma radiation can both cause harm directly, but neither will make other things radioactive.
That's why it's completely safe to eat food that was sterilized with gamma radiation intense enough to kill you outright.
Here's an example:
"Photonuclear production of medical isotopes 62,64Cu using intense laser-plasma electron source"