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Equity-Based Compensation - Equity-Based Compensation Expense (Details) - USD ($)
$ in Thousands
3 Months Ended 9 Months Ended
Sep. 30, 2019
Mar. 31, 2019
Sep. 30, 2018
Sep. 30, 2019
Sep. 30, 2018
Equity-based compensation expense          
Total equity-based compensation expense $ 4,974   $ 5,051 $ 13,716 $ 14,633
Income tax effect 0   0 0 0
After-tax effect of equity-based compensation expense 4,974   5,051 13,716 14,633
Cost of product sales          
Equity-based compensation expense          
Total equity-based compensation expense 225   281 626 588
Research and development          
Equity-based compensation expense          
Total equity-based compensation expense 691   568 2,051 1,896
Selling, general and administrative          
Equity-based compensation expense          
Total equity-based compensation expense $ 4,058   $ 4,202 $ 11,039 $ 12,149
Restructuring Charges          
Equity-based compensation expense          
Total equity-based compensation expense   $ 700