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Revenue - Revenue from Collaborative Arrangements (Details) - USD ($)
$ in Thousands
3 Months Ended 6 Months Ended
Jun. 30, 2020
Jun. 30, 2019
Jun. 30, 2020
Jun. 30, 2019
Collaboration revenue recognized in the period from:        
Revenue from collaborative arrangements $ 5,488 $ 7,493 $ 12,120 $ 12,825
Janssen        
Collaboration revenue recognized in the period from:        
Revenue from collaborative arrangements 5,479 7,392 12,101 12,715
Other        
Collaboration revenue recognized in the period from:        
Revenue from collaborative arrangements 9 101 19 116
Collaborative revenue        
Collaboration revenue recognized in the period from:        
Revenue from collaborative arrangements $ 5,488 $ 7,493 $ 12,120 $ 12,831