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Net Loss Per Share Available to Common Stockholders - Schedule of antidilutive securities excluded from computation of earnings per share (Details) - shares
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Antidilutive Securities Excluded from Computation of Earnings Per Share [Line Items]      
Total 5,319,980 40,114,750 39,521,978
Options to purchase common stock      
Antidilutive Securities Excluded from Computation of Earnings Per Share [Line Items]      
Total 5,170,976 0 0
Restricted stock units      
Antidilutive Securities Excluded from Computation of Earnings Per Share [Line Items]      
Total 149,004 0 0
Convertible preferred stock (as converted)      
Antidilutive Securities Excluded from Computation of Earnings Per Share [Line Items]      
Total 0 39,953,983 39,361,211
Preferred stock warrants      
Antidilutive Securities Excluded from Computation of Earnings Per Share [Line Items]      
Total 0 160,767 160,767