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Stock-Based Compensation Expense - Effect of Recording Stock-Based Compensation Expense (Details) - USD ($)
$ in Thousands
3 Months Ended
Mar. 31, 2020
Mar. 31, 2019
Employee Service Share-based Compensation, Allocation of Recognized Period Costs [Line Items]    
Total stock-based compensation expense $ 7,987 $ 7,623
Tax effect on stock-based compensation expense (1,000) (1,315)
Net effect on net income (loss) 6,987 6,308
Research, development and other related costs    
Employee Service Share-based Compensation, Allocation of Recognized Period Costs [Line Items]    
Total stock-based compensation expense 3,036 3,603
Selling, general and administrative    
Employee Service Share-based Compensation, Allocation of Recognized Period Costs [Line Items]    
Total stock-based compensation expense $ 4,951 $ 4,020