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Collaboration Agreements - Schedule of Significant Changes in Deferred Revenue Balances, Antibody Collaboration (Details) - USD ($)
$ in Millions
6 Months Ended
Jun. 30, 2019
Jun. 30, 2018
Disaggregation of Revenue [Line Items]    
Increase (decrease) in deferred revenue $ 401.1 $ (84.2)
Sanofi Collaboration Agreement, Antibody    
Disaggregation of Revenue [Line Items]    
Increase (decrease) in deferred revenue 172.8  
Revenue recognized that was included in deferred revenue at the beginning of the period $ (75.1)