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Stock-Based Compensation - Schedule of Stock-Based Compensation Expense Related to Equity Awards Granted to Employees and Consultants (Details) - USD ($)
$ in Thousands
3 Months Ended 6 Months Ended
Jun. 30, 2019
Jun. 30, 2018
Jun. 30, 2019
Jun. 30, 2018
Employee Service Share Based Compensation Allocation Of Recognized Period Costs [Line Items]        
Stock-based compensation expense $ 8,638 $ 4,782 $ 15,619 $ 8,413
Research and development        
Employee Service Share Based Compensation Allocation Of Recognized Period Costs [Line Items]        
Stock-based compensation expense 3,795 2,050 6,758 3,641
Selling, general and administrative        
Employee Service Share Based Compensation Allocation Of Recognized Period Costs [Line Items]        
Stock-based compensation expense $ 4,843 $ 2,732 $ 8,861 $ 4,772