That may not be what you intended, but it's one way of reading your comment that can come across negatively.
[0]: https://www.hiv.gov/hiv-basics/overview/data-and-trends/stat...
Unfortunately in the population studied (white americans) HIV is far more prevalent in men who have sex with men (>70% of all new infections) than in heterosexual men and women. If your two populations vary significantly in any factor you need to control for it or make sure you rule out that it is significant - this is science 101.
Having read the paper and authors notes, it appears that facial fat differences are unlike to be the signal being detected.
It is not my hypothesis that weight differences is the signal being detected, it is the GPs. I was just pointing out that facial fat may not correlate with weight in the different populations studied.
0. https://www.poz.com/basics/hiv-basics/changes-face-body-lipo...
Edit. I never complain about downvoting (who cares it is just HN), but what exactly are people downvoting?
It is a well known side-effect of the older anti-HIV drugs to lose fat from the face (it tends to be deposited around the belly and organs). Even if you controlled for overall weight, then you would still need to control for facial fat separately.