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Loss Per Share - Summary of Anti-Dilutive Shares Excluded from Calculation of Diluted Loss Per Share (Details) - shares
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Stock Options      
Antidilutive Securities Excluded From Computation Of Earnings Per Share [Line Items]      
Antidilutive shares excluded from calculation of diluted loss per share 9,122,980 8,761,735 6,548,377
Non-Vested Restricted Shares      
Antidilutive Securities Excluded From Computation Of Earnings Per Share [Line Items]      
Antidilutive shares excluded from calculation of diluted loss per share 743,268 1,112,001 693,333