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License and Collaboration Agreement - Contract Assets and Liabilities (Details) - USD ($)
$ in Thousands
3 Months Ended 6 Months Ended 12 Months Ended
Jun. 30, 2020
Jun. 30, 2019
Mar. 31, 2019
Jun. 30, 2020
Jun. 30, 2019
Dec. 31, 2019
Deferred revenue - related party            
Balance at Beginning of Period       $ 17,738    
Balance at End of Period $ 17,230     17,230   $ 17,738
Payable to collaboration partner - related party            
Balance at Beginning of Period       1,262    
Balance at End of Period 1,003     1,003   1,262
Revenue recognized from contract liability balance at beginning of period 2,100     3,300    
Costs to obtain or fulfill the contract that were capitalized   $ 1,600     $ 1,600  
Janssen Biotech, Inc. | License and Collaborative Revenue            
Payable to collaboration partner - related party            
Revenue recognized from contract liability balance at beginning of period 5,700     9,400    
Increase (decrease) in transaction price       300    
Janssen Biotech, Inc. | License and Collaboration Agreement            
Receivable from collaboration partner - related party            
Balance at Beginning of Period     $ 2,042 5,955 2,042 2,042
Additions       4,202 29,881  
Deductions       (7,160) (27,034)  
Balance at End of Period 2,997 4,889   2,997 4,889 5,955
Contract asset - related party            
Contract asset - related party, Balance at Beginning of Period     2,545 800 2,545 2,545
Contract asset - related party, Additions       342    
Contract asset - related party, Deductions       (1,142) (2,545)  
Contract asset - related party, Balance at End of Period           800
Deferred revenue - related party            
Balance at Beginning of Period     8,223 41,530 8,223 8,223
Additions       2,977 34,526  
Deductions       (10,493) (1,182)  
Balance at End of Period 34,014 41,567   34,014 41,567 41,530
Payable to collaboration partner - related party            
Balance at Beginning of Period     1,061 1,262 1,061 1,061
Additions       1,040 625  
Deductions       (1,299) (876)  
Balance at End of Period $ 1,003 810   1,003 810 1,262
Janssen Biotech, Inc. | First Amendment            
Payable to collaboration partner - related party            
Revenue recognized from contract liability balance at beginning of period       $ 5,000    
Increase (decrease) in transaction price   9,400     9,400 $ (9,400)
Janssen Biotech, Inc. | First Amendment | License and Collaborative Revenue            
Payable to collaboration partner - related party            
Revenue recognized from contract liability balance at beginning of period   25,000        
Revenue following contract modification   $ 1,200     $ 1,200  
Revenue recognized from performance obligations in previous periods     $ 1,600