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Stock-Based Compensation (Details) - USD ($)
3 Months Ended 6 Months Ended
Jun. 30, 2018
Jun. 30, 2017
Jun. 30, 2018
Jun. 30, 2017
Jan. 01, 2017
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]          
Stock-based compensation     $ 6,164,958 $ 7,937,473  
Total unrecognized compensation cost related to unvested stock options $ 7,700,000   $ 7,700,000    
Period over which total unrecognized compensation cost related to unvested stock options will be recognized     2 years    
Weighted average grant date fair value (dollars per share) $ 3.00 $ 4.67 $ 2.85 $ 4.39  
Restricted Stock Units (RSUs)          
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]          
Total unrecognized compensation cost related to unvested stock options $ 7,500,000   $ 7,500,000    
Period over which total unrecognized compensation cost related to unvested stock options will be recognized     2 years 1 month    
Weighted average grant date fair value, restricted stock units (dollars per share) $ 4.57 $ 7.14 $ 4.31 $ 6.70  
Employees and Directors          
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]          
Stock-based compensation $ 2,400,000 $ 2,400,000 $ 5,800,000 $ 7,700,000  
Employees and Directors | Stock Options          
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]          
Risk-free interest rate 2.81% 1.97% 2.73% 2.22%  
Expected volatility 71.00% 73.00% 72.00% 73.00%  
Expected life in years 6 years 1 month 6 years 6 years 2 months 6 years  
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 $ 35,000 $ 118,000 $ 174,000 $ 249,000  
Research and Development Expense          
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]          
Allocated share-based compensation expense 1,400,000 1,200,000 3,500,000 3,500,000  
General and Administrative Expense          
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]          
Allocated share-based compensation expense $ 1,000,000 $ 1,200,000 $ 2,300,000 $ 4,200,000  
Additional Paid-in Capital | Accounting Standards Update 2016-09          
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]          
Cumulative effect         $ (312,000)
Retained Earnings | Accounting Standards Update 2016-09          
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]          
Cumulative effect         $ 312,000