That's stated pretty explicitly--even for those few most directly exposed in accidents--in the discussion section of the paper you link (which my first linked paper was a followup study to, 20 years later, btw), and it was found to be true in the larger population of nuclear material workers in the second paper (who were, indeed, working in an environment where much more was known about how to control the dangers of what they were working with).
Another important point is to people who don't understand the physics, something not understood "must" be feared, therefore the most dangerous part must have been the physics. However I understand at least some of the chemistry and industrial processes using bulk hydrofluoric scare me more than the physics. Aside from the mechanical / explosive hazards, of course (machine plastic explosives to precise shapes on a milling machine for the implosion weapons, are you insane? You're hooking up a zillion blasting caps to .. what?)
At the first test explosion of an atomic bomb, Feynman was the only scientist who eschewed protective goggles and watched the blast with unshielded eyes — he wanted to see the explosion clearly, and had researched the danger and confidently concluded that the risk to his vision was negligible.
Were cancer rates among those witnesses much higher than in the general population? (Note that the goggles really do nothing when it comes to cancer, so that bit is irrelevant.)
The immediate radiation dose from a nuclear explosion is generally low. It's the fallout that gets you, hours or days later. Even then, the risk is acute poisoning, not so much long-term cancer risk.
Feynman was a theoretical physicist. Direct exposure to fissile materials in a lab or factory environment is hard enough to reliably correlate with cancer rates[1][2] (we're all exposed to a lot of ionizing radiation over the course of our lives), but Feynman's exposure during the Manhattan project would have been extremely minimal, making any connection to his eventual cancer is virtually impossible.
[1] http://www.ncbi.nlm.nih.gov/pubmed/9314220
[2] http://www.ncbi.nlm.nih.gov/pubmed/10098774