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Stock-Based Compensation (Details) - USD ($)
3 Months Ended
Mar. 31, 2020
Mar. 31, 2019
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]    
Stock-based compensation $ 4,001,553 $ 3,432,796
Total unrecognized compensation cost related to unvested stock options $ 8,000,000  
Period over which total unrecognized compensation cost related to unvested stock options will be recognized 2 years 5 months 30 days  
Weighted average grant date fair value (in dollars per share) $ 5.37 $ 2.19
Restricted Stock Units (RSUs)    
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]    
Total unrecognized compensation cost related to unvested stock options $ 13,900,000  
Period over which total unrecognized compensation cost related to unvested stock options will be recognized 2 years 7 months  
Weighted average grant date fair value, restricted stock units (in dollars per share) $ 8.32 $ 3.38
Employees and Directors    
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]    
Stock-based compensation $ 3,600,000 $ 3,200,000
Employees and Directors | Stock Options    
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]    
Risk-free interest rate 0.74% 2.44%
Expected volatility 76.00% 70.00%
Expected life in years 5 years 11 months 6 years 2 months
Dividend yield 0.00% 0.00%
Non Employee    
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]    
Stock-based compensation $ 383,000 $ 274,000
Research and Development Expense    
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]    
Allocated share-based compensation expense 2,300,000 1,900,000
General and Administrative Expense    
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]    
Allocated share-based compensation expense $ 1,300,000 $ 1,300,000