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Share-Based Compensation - Expense Summary (Details) - USD ($)
$ 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 [Line Items]        
Total equity compensation expense $ 9,935 $ 6,341 $ 22,679 $ 13,819
Research and development expense        
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]        
Total equity compensation expense 3,952 2,641 8,984 5,698
Selling, general, and administrative expense        
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]        
Total equity compensation expense $ 5,983 $ 3,700 $ 13,695 $ 8,121