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Quarterly Financial Data (unaudited) Quarterly Financial Data (unaudited) Additional Information (Details) - USD ($)
1 Months Ended 3 Months Ended 12 Months Ended
Dec. 31, 2018
Jul. 30, 2017
Dec. 31, 2018
Sep. 30, 2018
Jun. 30, 2018
Mar. 31, 2018
Dec. 31, 2017
Sep. 30, 2017
Jun. 30, 2017
Mar. 31, 2017
Dec. 31, 2018
Dec. 31, 2017
Dec. 31, 2016
Dec. 31, 2015
Dec. 31, 2014
Schedule of Collaborative Arrangement Agreements [Line Items]                              
Intangible asset impairment charges     $ 29,000,000 $ 0 $ 0 $ 0 $ 0 $ 255,340,000 $ 0 $ 0 $ 29,000,000 $ 255,340,000 $ 0    
Income tax (benefit) resulting in the release of valuation allowance     (1,560,000,000)                        
Provision for (benefit from) income taxes     $ (1,492,599,000) $ 8,055,000 $ 10,341,000 (12,659,000) 10,257,000 (125,903,000) 4,337,000 3,985,000 (1,486,862,000) (107,324,000) 16,665,000    
Merck KGaA and Arbor                              
Schedule of Collaborative Arrangement Agreements [Line Items]                              
Collaborative arrangement, development and commercialization rights potential maximum milestone payments               95,000,000              
BioAxone Biosciences, Inc                              
Schedule of Collaborative Arrangement Agreements [Line Items]                              
Up-front payment           $ 10,000,000         10,000,000       $ 10,000,000
Merck KGaA                              
Schedule of Collaborative Arrangement Agreements [Line Items]                              
Up-front payment $ 65,000,000                 $ 230,000,000.0          
Parion Sciences, Inc                              
Schedule of Collaborative Arrangement Agreements [Line Items]                              
Up-front payment                     85,000,000     $ 85,000,000  
Collaborative revenues               20,000,000 $ 20,000,000            
Intangible asset impairment charges               255,300,000              
Business combination, contingent consideration arrangements, change in amount of contingent consideration, liability               (69,600,000)              
Provision for (benefit from) income taxes               (126,200,000)              
Janssen                              
Schedule of Collaborative Arrangement Agreements [Line Items]                              
Up-front payment                             $ 35,000,000
Collaborative revenues             $ 25,000,000                
Concert Pharmaceuticals                              
Schedule of Collaborative Arrangement Agreements [Line Items]                              
Collaborative arrangement, development and commercialization rights potential maximum milestone payments   $ 160,000,000           160,000,000              
Variable Interest Entity, Primary Beneficiary                              
Schedule of Collaborative Arrangement Agreements [Line Items]                              
Business combination, contingent consideration arrangements, change in amount of contingent consideration, liability                     17,730,000 (62,560,000) 54,850,000    
Provision for (benefit from) income taxes                     (3,668,000) (114,090,000) 16,743,000    
Variable Interest Entity, Primary Beneficiary | BioAxone Biosciences, Inc                              
Schedule of Collaborative Arrangement Agreements [Line Items]                              
Business combination, contingent consideration arrangements, change in amount of contingent consideration, liability                       900,000 (9,950,000)    
Variable Interest Entity, Primary Beneficiary | Parion Sciences, Inc                              
Schedule of Collaborative Arrangement Agreements [Line Items]                              
Collaborative revenues                       40,000,000      
Business combination, contingent consideration arrangements, change in amount of contingent consideration, liability                     0 (63,460,000) $ 64,800,000    
Provision for (benefit from) income taxes                       14,800,000      
Other Intangible Assets | Variable Interest Entity, Primary Beneficiary | BioAxone Biosciences, Inc                              
Schedule of Collaborative Arrangement Agreements [Line Items]                              
Intangible asset impairment charges               29,000,000              
Provision for (benefit from) income taxes                     $ (7,900,000)        
Other Intangible Assets | Variable Interest Entity, Primary Beneficiary | Parion Sciences, Inc                              
Schedule of Collaborative Arrangement Agreements [Line Items]                              
Intangible asset impairment charges               $ 255,300,000       255,300,000      
Provision for (benefit from) income taxes                       $ (97,700,000)