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Stock-Based Compensation - Accounting for Stock-based Compensation (Details) - USD ($)
$ / shares in Units, $ in Thousands
3 Months Ended 6 Months Ended
Jun. 30, 2019
Jun. 30, 2018
Jun. 30, 2019
Jun. 30, 2018
Share-based Compensation Arrangement by Share-based Payment Award        
Percentage of share-based compensation expense     15.00%  
Weighted average grant date fair value of options granted during the period (per share)     $ 1.83 $ 9.76
Stock-based compensation $ 889 $ 1,538 $ 1,905 $ 3,127
Research and development        
Share-based Compensation Arrangement by Share-based Payment Award        
Stock-based compensation 332 549 668 1,127
Research and development | Employee Stock Purchase Plans        
Share-based Compensation Arrangement by Share-based Payment Award        
Stock-based compensation 12 29 18 51
Research and development | Equity Incentive Plans        
Share-based Compensation Arrangement by Share-based Payment Award        
Stock-based compensation 320 520 650 1,076
General and administrative        
Share-based Compensation Arrangement by Share-based Payment Award        
Stock-based compensation 557 989 1,237 2,000
General and administrative | Employee Stock Purchase Plans        
Share-based Compensation Arrangement by Share-based Payment Award        
Stock-based compensation 8 18 14 32
General and administrative | Equity Incentive Plans        
Share-based Compensation Arrangement by Share-based Payment Award        
Stock-based compensation $ 549 $ 971 $ 1,223 $ 1,968