...
If you see someone claim that randomized, double blind trails are not the gold standard, they are going against the medical science that has brought us many of the discoveries we rely on. Simply stating they disagree is not sufficient to counter decades of best practices in medical research.
That said... how do you do a "double blind" experiment with masks? Someone knows if they're wearing a mask or not, so that can't be hidden. The studies of mask wearing by their nature can't be double blind studies (where neither doctor nor patient knows if an active drug or sugar pill is being given to the patient). And someone can take off a mask for an hour in a high risk environment, which is significant. Adhering to the study protocol is more difficult than simply taking medicine daily. So there's lots of ways for studying mask wearing to be imperfect, and a good study design will figure out ways to minimize those problems.
Randomized controlled trials (RCTs) have their place but only for very specific questions.
The effectiveness of N95 respirators in the infection control for airborne diseases is so well established that clinical equipoise in settings in which an RCT could conceivably be conducted won´t be present, neither with the researchers nor in the study subjects.
Here is a study showing the lower excess mortality among practicing physicians during the pandemic when compared with the general population. This is despite of the high risk environment the physicians were exposed to.
These findings support the notion that N95 respirators and other personal protective equipment when used by well informed and trained individuals is effective Covid infection control:
https://jamanetwork.com/journals/jamainternalmedicine/fullarticle/2800889We know that only fitted respirators, and not surgical masks, adequately protect from SARS-CoV-2, especially from the later variants, and we also know that the physicians studied had N95 respirators properly fitted and were likely compliant at least at their workplace.
This is about the best evidence you are going to get that personal protective equipment including masks in combination with all other infection control measures against airborne threats are highly effective.
Conducting a RCT in this environment (and the healthcare setting is the only setting this could even conceivably getting done) would run into the problem that there is no equipoise among healthcare workers regarding masks, so it would not be possible to find investigators or study subjects, not to even mention the ehtical issues.
So it really is just common sense one needs to understand that asking for a RCT is an impossibly high bar when it comes to evaluating personal safety equipment and is also unneeded.
Ultimately, N95 respirators are just another type of personal safety equipment, such as hard hats, goggles, steel toe boots, seat belts etc, things for which RCTs were not performed to establish effectiveness. The impact of these measures and devices when used properly is often simply too great to submit a control group to the risk, precluding RCTs and leaving mostly epidemiological analyses as the appropriate tools.