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Stock-Based Compensation - Compensation Expense (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2016
Dec. 31, 2016
Dec. 31, 2015
Dec. 31, 2014
Employee and non-employee stock options        
Stock based compensation expense        
Options granted (in shares)   2,558,000    
Stock based compensation expense   $ 10,601 $ 7,326 $ 5,157
Unrecognized compensation expense $ 19,400 $ 19,400    
Unrecognized compensation expense recognized over weighted average period   2 years 9 months 18 days    
Employee and non-employee stock options | Cost of product, licensing and other revenues        
Stock based compensation expense        
Stock based compensation expense   $ 641 592 291
Employee and non-employee stock options | Research and development        
Stock based compensation expense        
Stock based compensation expense   2,853 1,575 1,593
Employee and non-employee stock options | Selling, general and administrative        
Stock based compensation expense        
Stock based compensation expense   7,107 5,159 3,273
Employee stock options        
Stock based compensation expense        
Stock based compensation expense   10,317 6,910 5,005
Employee stock options | Cost of product, licensing and other revenues        
Stock based compensation expense        
Stock based compensation expense   651 351 262
Employee stock options | Research and development        
Stock based compensation expense        
Stock based compensation expense   2,829 1,566 1,563
Employee stock options | Selling, general and administrative        
Stock based compensation expense        
Stock based compensation expense   $ 6,837 4,993 3,180
Non-employee stock options        
Stock based compensation expense        
Options granted (in shares) 141,046      
Options unvested (in shares) 10,456 10,456    
Stock based compensation expense   $ 284 416 152
Non-employee stock options | Cost of product, licensing and other revenues        
Stock based compensation expense        
Stock based compensation expense   (10) 241 29
Non-employee stock options | Research and development        
Stock based compensation expense        
Stock based compensation expense   24 9 30
Non-employee stock options | Selling, general and administrative        
Stock based compensation expense        
Stock based compensation expense   $ 270 $ 166 $ 93