Doctors are using it. From a story published last week:

> While awaiting these results, doctors in the US, China and Italy are already using remdesivir on a compassionate basis to treat small numbers of patients with severe Covid-19.

https://www.theguardian.com/world/2020/mar/10/hopes-rise-ove...