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Regeneron License and Collaboration Arrangement - Additional Information (Details) - Regeneron Pharmaceuticals, Inc. - USD ($)
$ in Millions
3 Months Ended 6 Months Ended 9 Months Ended 12 Months Ended
Jul. 29, 2016
Sep. 30, 2020
Jun. 30, 2020
Sep. 30, 2019
Jun. 30, 2020
Sep. 30, 2020
Sep. 30, 2019
Dec. 31, 2018
Dec. 31, 2017
Collaborative Arrangements And Noncollaborative Arrangement Transactions [Line Items]                  
Non refundable upfront payment received $ 25.0                
Additional payment for research funding received $ 20.0             $ 5.0 $ 5.0
License agreement termination description 12 years                
Contract research term period 5 years                
Upfront payment $ 25.0         $ 25.0      
Licence agreement cumulative revenue recognised     $ 5.0   $ 10.0 25.6 $ 11.1    
License agreement cumulative revenue reduction recognised       $ 6.6          
Increase in estimated transaction price     $ 10.0            
License and collaboration revenue   $ 3.0   $ (7.0)   12.5 (1.0)    
Contract liability           $ 19.4 $ 23.9    
Maximum                  
Collaborative Arrangements And Noncollaborative Arrangement Transactions [Line Items]                  
Licence agreement additional amount payable of option exercise fees $ 100.0