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Summary of Significant Accounting Policies - Adoption of ACS 606 (Details) - USD ($)
$ in Thousands
3 Months Ended
Mar. 31, 2019
Mar. 31, 2018
Jan. 01, 2019
Dec. 31, 2018
Revenue, Initial Application Period Cumulative Effect Transition [Line Items]        
Accounts receivable $ 28,989   $ 40,597 $ 35,690
Accumulated deficit (303,209)   (275,892) $ (280,799)
Precision oncology testing 28,837 $ 14,191    
Development services 7,818 $ 2,501    
Topic 606 adoption        
Revenue, Initial Application Period Cumulative Effect Transition [Line Items]        
Accounts receivable     4,907  
Accumulated deficit     $ 4,907  
Effect of Change | Topic 606 adoption        
Revenue, Initial Application Period Cumulative Effect Transition [Line Items]        
Accounts receivable 994      
Accumulated deficit 994      
Precision oncology testing 994      
Development services 0      
Balances Without Adoption of ASC606        
Revenue, Initial Application Period Cumulative Effect Transition [Line Items]        
Accounts receivable 29,983      
Accumulated deficit (302,215)      
Precision oncology testing 29,831      
Development services $ 7,818