Nuclear power is usually not abandoned for being dangerous, but because it's weirdly complex to keep it safe as compared to the alternatives. This makes it one of the most expensive ways to produce energy (at least given European regulations). Also, the raw material is expected to be quite rare relatively soon.

I guess this may be more about the way caveman made their fire... and the multi-billion cavedollar structure for holding the magic stone can be annoying.