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Basis of Presentation and Summary of Significant Accounting Policies - Antidilutive Shares Excluded From Computation of Net Loss Per Share (Details) - shares
3 Months Ended
Mar. 31, 2020
Mar. 31, 2019
Antidilutive Securities Excluded from Computation of Earnings Per Share [Line Items]    
Securites excluded from computation of net loss per common share 12,382,114 9,690,359
Stock options    
Antidilutive Securities Excluded from Computation of Earnings Per Share [Line Items]    
Securites excluded from computation of net loss per common share 8,373,040 7,777,367
Restricted Stock Units (RSUs)    
Antidilutive Securities Excluded from Computation of Earnings Per Share [Line Items]    
Securites excluded from computation of net loss per common share 1,287,986 0
Common stock warrants    
Antidilutive Securities Excluded from Computation of Earnings Per Share [Line Items]    
Securites excluded from computation of net loss per common share 2,677,188 1,866,831
Employee stock purchase plan    
Antidilutive Securities Excluded from Computation of Earnings Per Share [Line Items]    
Securites excluded from computation of net loss per common share 43,900 46,161