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Equity-Based Compensation - Equity-Based Compensation Expense (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2018
Dec. 31, 2017
Dec. 31, 2016
Equity-based compensation expense      
Total equity-based compensation expense $ 19,949 $ 20,296 $ 19,576
Income tax effect 0 (6,188) (5,696)
After-tax effect of equity-based compensation expense 19,949 14,108 13,880
Cost of product sales      
Equity-based compensation expense      
Total equity-based compensation expense 802 884 511
Research and development      
Equity-based compensation expense      
Total equity-based compensation expense 2,533 3,225 3,475
Selling, general and administrative      
Equity-based compensation expense      
Total equity-based compensation expense $ 16,614 $ 16,187 $ 15,590