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Collaborative Arrangements and Licensing Agreements, GSK (Details)
$ in Thousands
3 Months Ended 9 Months Ended
Sep. 30, 2019
USD ($)
Drug
Sep. 30, 2018
USD ($)
Sep. 30, 2019
USD ($)
Drug
Sep. 30, 2018
USD ($)
Dec. 31, 2018
USD ($)
Collaborative Arrangement and Licensing Agreement [Abstract]          
Revenue $ 167,892 $ 145,395 $ 628,918 $ 407,559  
R&D Revenue [Member]          
Collaborative Arrangement and Licensing Agreement [Abstract]          
Revenue $ 72,193 $ 62,639 $ 376,833 $ 225,584  
GSK [Member]          
Collaborative Arrangement and Licensing Agreement [Abstract]          
Number of drugs being advanced | Drug 2   2    
Next prospective milestone $ 15,000   $ 15,000    
Deferred revenue $ 0   $ 0   $ 0
GSK [Member] | Revenue [Member] | Strategic Partner [Member]          
Collaborative Arrangement and Licensing Agreement [Abstract]          
Concentration percentage 15.00% 0.00% 4.00% 0.00%  
GSK [Member] | Minimum [Member]          
Collaborative Arrangement and Licensing Agreement [Abstract]          
Cumulative payments received $ 164,000   $ 164,000    
GSK [Member] | License Fees [Member]          
Collaborative Arrangement and Licensing Agreement [Abstract]          
Revenue 25,000        
GSK [Member] | R&D Revenue [Member]          
Collaborative Arrangement and Licensing Agreement [Abstract]          
Revenue $ 25,100 $ 100 $ 25,300 $ 1,500