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Summary of Significant Accounting Policies - Summary of Collaborators that Represent More Than 10% of Accounts Receivable (Details) - Customer Concentration Risk - Accounts receivable
12 Months Ended
Dec. 31, 2018
Dec. 31, 2017
Zai Lab Limited (Zai Lab)    
Concentration Risk [Line Items]    
Percentage of significant accounts receivable 76.00% 0.00%
Incyte Corporation (Incyte)    
Concentration Risk [Line Items]    
Percentage of significant accounts receivable 16.00% 0.00%
F. Hoffmann-La Roche Ltd and Hoffmann-La Roche Inc. (Roche)    
Concentration Risk [Line Items]    
Percentage of significant accounts receivable 0.00% 73.00%
Les Laboratoires Servier and Institut de Recherches Servier (Servier)    
Concentration Risk [Line Items]    
Percentage of significant accounts receivable   12.00%