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Equity-Based Compensation - Equity-Based Compensation Expense (Details) - USD ($)
$ in Thousands
3 Months Ended 6 Months Ended
Jun. 30, 2019
Mar. 31, 2019
Jun. 30, 2018
Jun. 30, 2019
Jun. 30, 2018
Equity-based compensation expense          
Total equity-based compensation expense $ 4,534   $ 4,792 $ 8,742 $ 9,583
Income tax effect 0   835 0 0
After-tax effect of equity-based compensation expense 4,534   5,627 8,742 9,583
Cost of product sales          
Equity-based compensation expense          
Total equity-based compensation expense 198   107 401 307
Research and development          
Equity-based compensation expense          
Total equity-based compensation expense 680   608 1,360 1,328
Selling, general and administrative          
Equity-based compensation expense          
Total equity-based compensation expense $ 3,656   $ 4,077 $ 6,981 $ 7,948
Restructuring Charges          
Equity-based compensation expense          
Total equity-based compensation expense   $ 700