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Equity-Based Compensation - Expense (Details) - USD ($)
$ in Thousands
3 Months Ended 9 Months Ended
Sep. 30, 2016
Sep. 30, 2015
Sep. 30, 2016
Sep. 30, 2015
Equity-based compensation expense        
Total equity-based compensation expense $ 5,468 $ 4,888 $ 16,809 $ 11,572
Income tax effect (1,568) (871) (4,637) (3,464)
After-tax effect of equity-based compensation expense 3,900 4,017 12,172 8,108
Cost of product sales        
Equity-based compensation expense        
Total equity-based compensation expense 118 159 395 254
Research and development        
Equity-based compensation expense        
Total equity-based compensation expense 858 1,028 2,583 2,071
Selling, general and administrative        
Equity-based compensation expense        
Total equity-based compensation expense $ 4,492 $ 3,701 $ 13,831 $ 9,247