You can do double blind studies until your patients are literally blue in the face, or you can try what works now. That is literally the choice at the moment.
According to Peter Navarro, a good percentage of NYC patients are getting HCQ at the onset of symptoms now. Cuomo wants more of it, because it "appears to be working". Oklahoma is giving it to patients, too (https://www.news9.com/story/41972631/state-secures-possible-...), as does LA (https://twitter.com/ABC7/status/1246998628331163649). Italy saw its numbers of deaths stabilize once they started giving it. Marseille (where Raoult's hospital is) has the lowest fatality rate in all of France. If it works, we should see the recoveries shoot up in 5-7 days.
HCQ is also available _over the counter_ in some countries, and is given out like candy all over Africa where there's risk of malaria.