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Stockholders' Equity - Stock Option Plan Schedule of Stock-based Compensation Expense (Details) - USD ($)
$ in Thousands
3 Months Ended 6 Months Ended
Jun. 30, 2018
Jun. 30, 2017
Jun. 30, 2018
Jun. 30, 2017
Share-based Compensation Arrangement by Share-based Payment Award, Compensation Cost [Line Items]        
Total stock based compensation expense $ 4,172 $ 3,519 $ 8,330 $ 6,674
Research and Development        
Share-based Compensation Arrangement by Share-based Payment Award, Compensation Cost [Line Items]        
Total stock based compensation expense 1,868 1,504 3,791 2,808
General and Administrative        
Share-based Compensation Arrangement by Share-based Payment Award, Compensation Cost [Line Items]        
Total stock based compensation expense $ 2,304 $ 2,015 $ 4,539 $ 3,866