Scientist: In our study, chemical R did not cause cancer in laboratory rats  But we cannot conclude from this that chemical R is safe for humans
After all, many substances known to be carcinogenic to humans cause no cancer in rats; this is probably because some carcinogens cause cancer only via long-term exposure and rats are short lived
It is used as evidence to support the hypothesis that chemical R causes cancer in humans via long-term exposure.