To detect radiation for what was released at Fukushima, yes a Geiger counter is something you could use. I have a few myself but haven't bothered to check any pcbs.
The primary radionuclides of concern released during the accident were I-131, Cs-137, and Cs-134.
The I-131 is long gone. Short...