We don't, but a society that doesn't know about radiation or even elementary particles may. The village doctor in the 1500s diagnosing radiation sickness would

We don't, but a society that doesn't know about radiation or even elementary particles may. The village doctor in the 1500s diagnosing radiation sickness would be even more of a quack than the one that doesn't apply enough leeches.