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Collaborative and Other Relationships - Other Arrangements (Details) - USD ($)
$ / shares in Units, shares in Millions, $ in Millions
1 Months Ended 12 Months Ended
Aug. 31, 2021
Dec. 31, 2020
Sep. 30, 2020
Apr. 30, 2020
Feb. 29, 2020
Dec. 31, 2022
Dec. 31, 2021
Dec. 31, 2020
Dec. 31, 2023
Collaborative arrangements and non-collaborative arrangement transactions                  
Potential future milestone payments commitment to third party approximately           $ 9,300.0      
Research and development           2,231.1 $ 2,501.2 $ 3,990.9  
Sage Therapeutics                  
Collaborative arrangements and non-collaborative arrangement transactions                  
Global licensing collaboration, shares purchased, amount   $ 650.0              
Global licensing collaboration, shares purchased (in shares)   6.2              
Global licensing collaboration, purchase price per share (in dollars per share)   $ 104.14              
Research and development expense asset acquired   $ 209.0              
Upfront and milestone payments made to collaborative partner   875.0              
Global licensing collaboration, development and commercial milestone payments   $ 1,600.0              
Sage Therapeutics | Forecast                  
Collaborative arrangements and non-collaborative arrangement transactions                  
Potential future milestone payments commitment to third party approximately                 $ 225.0
Denali Therapeutics                  
Collaborative arrangements and non-collaborative arrangement transactions                  
Global licensing collaboration, shares purchased, amount     $ 465.0            
Global licensing collaboration, shares purchased (in shares)     13.0            
Global licensing collaboration, purchase price per share (in dollars per share)     $ 34.94            
Research and development expense asset acquired     $ 41.3            
Upfront and milestone payments made to collaborative partner     560.0            
Global licensing collaboration, development and commercial milestone payments     $ 1,100.0            
Sangamo Therapeutics, Inc. Agreement                  
Collaborative arrangements and non-collaborative arrangement transactions                  
Global licensing collaboration, shares purchased, amount       $ 225.0          
Global licensing collaboration, shares purchased (in shares)       24.0          
Global licensing collaboration, purchase price per share (in dollars per share)       $ 9.21          
Research and development expense asset acquired         $ 83.0        
Upfront and milestone payments made to collaborative partner         125.0        
Global licensing collaboration, development and commercial milestone payments         $ 2,400.0        
Term of collaboration agreement         5 years        
Global licensing collaboration, payment, selection of targets         $ 80.0        
Global licensing collaboration, payment, first milestone         1,900.0        
Global licensing collaboration, payment, sales based milestone         $ 380.0        
Other research and discovery                  
Collaborative arrangements and non-collaborative arrangement transactions                  
Research and development           $ 39.2 $ 89.1 $ 92.1  
InnoCare Pharma Limited (InnoCare) Agreement                  
Collaborative arrangements and non-collaborative arrangement transactions                  
Upfront and milestone payments made to collaborative partner $ 125.0                
Contingent milestone payments made to collaborative partner $ 812.5