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Stock-Based Compensation - Compensation Expense (Details) - USD ($)
$ in Thousands
3 Months Ended 9 Months Ended
Sep. 30, 2017
Sep. 30, 2016
Sep. 30, 2017
Sep. 30, 2016
Stock based compensation expense        
Stock based compensation expense $ 2,986 $ 2,673 $ 8,406 $ 7,965
Cost of product revenues        
Stock based compensation expense        
Stock based compensation expense 147 160 430 482
Research and development        
Stock based compensation expense        
Stock based compensation expense 943 783 2,323 2,104
Selling, general and administrative        
Stock based compensation expense        
Stock based compensation expense 1,896 1,730 $ 5,653 5,379
Employee and non-employee stock options        
Stock based compensation expense        
Options granted (in shares)     1,921,000  
Unrecognized compensation expense 21,300   $ 21,300  
Unrecognized compensation expense recognized over weighted average period     2 years 8 months 12 days  
Employee stock options        
Stock based compensation expense        
Stock based compensation expense 2,975 2,664 $ 8,393 7,701
Employee stock options | Cost of product revenues        
Stock based compensation expense        
Stock based compensation expense 138 164 420 479
Employee stock options | Research and development        
Stock based compensation expense        
Stock based compensation expense 943 784 2,323 2,105
Employee stock options | Selling, general and administrative        
Stock based compensation expense        
Stock based compensation expense $ 1,894 1,716 $ 5,650 5,117
Non-employee stock options        
Stock based compensation expense        
Options granted (in shares)     136,046  
Options unvested (in shares) 5,166   5,166  
Stock based compensation expense $ 11 9 $ 13 264
Non-employee stock options | Cost of product revenues        
Stock based compensation expense        
Stock based compensation expense 9 (4) 10 3
Non-employee stock options | Research and development        
Stock based compensation expense        
Stock based compensation expense   (1)   (1)
Non-employee stock options | Selling, general and administrative        
Stock based compensation expense        
Stock based compensation expense $ 2 $ 14 $ 3 $ 262