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Stock-Based Compensation (Details) - USD ($)
3 Months Ended 9 Months Ended
Sep. 30, 2019
Sep. 30, 2018
Sep. 30, 2019
Sep. 30, 2018
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]        
Stock-based compensation     $ 8,867,810 $ 8,516,349
Total unrecognized compensation cost related to unvested stock options $ 4,300,000   $ 4,300,000  
Period over which total unrecognized compensation cost related to unvested stock options will be recognized     1 year 10 months 30 days  
Weighted average grant date fair value (in dollars per share) $ 1.65 $ 2.96 $ 2.20 $ 2.85
Restricted Stock Units (RSUs)        
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]        
Total unrecognized compensation cost related to unvested stock options $ 5,300,000   $ 5,300,000  
Period over which total unrecognized compensation cost related to unvested stock options will be recognized     1 year 8 months  
Weighted average grant date fair value, restricted stock units (in dollars per share) $ 2.68 $ 0 $ 3.09 $ 4.31
Employees and Directors        
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]        
Stock-based compensation $ 1,800,000 $ 2,200,000 $ 8,100,000 $ 8,000,000
Employees and Directors | Stock Options        
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]        
Risk-free interest rate 1.75% 2.86% 2.43% 2.73%
Expected volatility 65.00% 71.00% 70.00% 72.00%
Expected life in years 6 years 1 month 6 years 1 month 6 years 2 months 6 years 2 months
Dividend yield 0.00% 0.00% 0.00% 0.00%
Non Employee        
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]        
Stock-based compensation $ 264,000 $ 160,000 $ 744,000 $ 334,000
Research and Development Expense        
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]        
Allocated share-based compensation expense 922,000 1,200,000 5,100,000 4,700,000
General and Administrative Expense        
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]        
Allocated share-based compensation expense $ 885,000 $ 1,000,000 $ 3,000,000 $ 3,300,000