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License and Collaboration Agreement - Contract Assets and Liabilities (Details) - USD ($)
$ in Thousands
3 Months Ended 12 Months Ended
Mar. 31, 2019
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Deferred revenue - related party        
Balance at Beginning of Period $ 8,223 $ 8,223    
Balance at End of Period   17,738 $ 8,223  
Payable to collaboration partner - related party        
Balance at Beginning of Period 1,061 1,061    
Balance at End of Period   1,262 1,061  
Revenue recognized from contract liability balance at beginning of period   1,600 23,500 $ 0
Costs to obtain or fulfill the contract that were capitalized   0 0 0
Janssen Biotech, Inc. | License and Collaborative Revenue        
Payable to collaboration partner - related party        
Revenue recognized from contract liability balance at beginning of period   200 30,900 20,100
Increase (decrease) in transaction price 1,600 (9,400)    
Janssen Biotech, Inc. | License and Collaboration Agreement        
Receivable from collaboration partner - related party        
Balance at Beginning of Period 2,042 2,042 1,816  
Additions   36,837 6,665  
Deductions   (32,924) (6,439)  
Balance at End of Period   5,955 2,042 1,816
Contract asset - related party        
Contract asset - related party, Balance at Beginning of Period 2,545 2,545    
Contract asset - related party, Additions   800 2,545  
Contract asset - related party, Deductions   (2,545)    
Contract asset - related party, Balance at End of Period   800 2,545  
Deferred revenue - related party        
Balance at Beginning of Period 8,223 8,223 31,752  
Additions   42,456 7,296  
Deductions   (9,149) (30,825) (19,000)
Balance at End of Period   41,530 8,223 31,752
Payable to collaboration partner - related party        
Balance at Beginning of Period $ 1,061 1,061    
Additions   1,468 1,574  
Deductions   (1,267) (513)  
Balance at End of Period   $ 1,262 1,061  
Increase (decrease) in transaction price     $ 52,200 $ 59,000