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Collaboration and License Agreement - Changes in Contract Assets and Liabilities (Details) - USD ($)
$ in Thousands
3 Months Ended
Mar. 31, 2018
Mar. 31, 2017
Contract liabilities:    
Deferred revenue, Balance at Beginning of Period $ 33,558 $ 45,000
Deferred revenue, Deductions (5,331) (2,410)
Deferred revenue, Balance at End of Period 28,227 42,590
Contract assets:    
Receivable from collaboration partner, Balance at Beginning of Period $ 1,013 45,000
Receivable from collaboration partner, Deductions   $ (45,000)