A systematic review published in December 2020 by Oyungerel Byambasuren et al found asymptomatic transmission rates “from none to 2.2%”.

There is a paper by Shiyi Cao et al titled “Post-lockdown SARS-CoV-2 nucleic acid screening in nearly ten million residents of Wuhan, China”