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Share-Based Compensation - Share-Based Compensation Expense (Details) - USD ($)
$ in Thousands
3 Months Ended
Mar. 31, 2020
Mar. 31, 2019
Share-Based Compensation Expense Recognized in Accompanying Statements of Operations    
Total Share-based compensation expense $ 12,961 $ 13,640
Research and development    
Share-Based Compensation Expense Recognized in Accompanying Statements of Operations    
Total Share-based compensation expense 6,925 6,611
Selling, general and administrative    
Share-Based Compensation Expense Recognized in Accompanying Statements of Operations    
Total Share-based compensation expense $ 6,036 $ 7,029