However, I've also heard there's a new study coming out from Gilead that demonstrates Remdesivir is highly effective when administered in early treatment.

So perhaps the efficacy depends when treatment is given. And if that's the case, then meta-studies actually become very important, because they can reveal hidden factors like dosage, demographic, when to administer treatment, etc.