Yep, all those factors may affect your appearance.

Someday the site would end up with questions like:
Have you been in an accident?
Have you ever got plastic surgery?
ETc...

to contribute to the research. Like a questionnaire.
But someone can lie about it too, or not specify it which makes it
harder to come up with a conclusive analysis (for whatever reason).