To test the claim that vitamin C is effective in treating acne, scientists administered it to one group of subjects and a placebo to a control group.
Opposing Evidence
During a study, a group of subjects receiving vitamin C had less severe acne than did the control group, which received a placebo.
Evidence
Half of the subjects in each group knew which kind of pill they were given.
Among those who could not tell [which pill they were given], no difference in the severity of acne was found between the two groups.
Conclusion
We can tentatively conclude that vitamin C has no real benefit in reducing the severity of acne.
Evaluate
Let's make sure that we're clear about what happened to the different groups that are compared in this study.
We know that some subjects who received vitamin C had less severe acne than those who received a placebo.
Among the subjects who didn't know which kind of pill they were given, there was no difference in the severity of acne.
This means that the subjects who received vitamin C and also had less severe acne all knew that they were taking vitamin C, not a placebo.
At first, the study seems to show a correlation between taking vitamin C and a reduction in acne. That's evidence—not proof, but evidence—that vitamin C reduces acne. But wait! There's a problem with the study. If people knew which pill they were taking, that could affect the results somehow. From this the argument concludes—at least tentatively—that vitamin C does not help reduce the severity of acne.
This looks like an "unproven vs. proven false" flaw. Because this one particular study had a problem, it hasn't necessarily proven that vitamin C helps treat acne. But it's still possible that vitamin C does help treat acne, even if this one study hasn't proven that it does. We can't jump from the details of this one study to a general claim about the benefits of vitamin C.
Goal
A correct answer might provide evidence that the vitamin C actually did help to reduce subjects' acne, in spite of the apparent problem with the way the study was conducted.