What does 'Atomic' (or 'Nuclear') Mah Jongg hand mean?

An Atomic hand involves putting together 7 pairs. Note that this is a table rule and not an official National Mah Jongg League rule. So, a group playing together will have decided to allow atomic hands, and specificied what's allowed in this hand (for example, some groups allow flowers, some don't).