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Revenue Recognition (Details) - USD ($)
$ in Thousands
1 Months Ended 3 Months Ended 9 Months Ended 12 Months Ended
Aug. 31, 2019
Feb. 28, 2019
Sep. 30, 2020
Sep. 30, 2019
Sep. 30, 2020
Sep. 30, 2019
Dec. 31, 2019
Dec. 31, 2018
Revenue recognized         $ 2,756 $ 1,895    
Deferred revenue, Long-term     $ 23,128   23,128   $ 23,808  
Other assets     12,156   12,156   12,476  
Deferred revenue     74,355   74,355   79,824  
Deferred revenue, current portion     51,227   51,227   56,016  
Total revenues     98,143 $ 77,909 278,627 219,088    
Deferred revenue, long-term portion     23,128   23,128   23,808  
Revenue recognized during the period that was included in deferred revenues at the beginning of the period         5,290      
Product                
Revenue recognized     1,100 600 2,700 1,900    
Cost of revenues     46,873 40,138 131,124 123,125    
Total revenues     93,286 66,936 $ 260,746 195,399    
Product | Minimum                
Billing collection period (in months)         9 months      
Product | Maximum                
Billing collection period (in months)         12 months      
Licensing and other                
Cost of revenues     4,948 3,742 $ 12,614 7,883    
Total revenues     4,857 10,973 17,881 23,689    
Genetic testing services                
Revenue recognized during the period that was included in deferred revenues at the beginning of the period         $ 400      
Qiagen                
Proceeds from license agreement               $ 5,000
Agreement term         10 years      
Revenue, remaining performance obligation               40,000
Qiagen | Volume, regulatory and commercial milestones                
Revenue, remaining performance obligation               $ 10,000
Qiagen | Prepaid royalty                
Revenue recognized     0          
Laboratory distribution partners | Product | Minimum                
Billing collection period (in months)         2 months      
Laboratory distribution partners | Product | Maximum                
Billing collection period (in months)         3 months      
BGI Genomics                
Proceeds from license agreement   $ 50,000   35,600        
Receivable       2,500   2,500    
Agreement term   10 years            
Deferred revenue, current portion     4,700   $ 4,700      
BGI Genomics | Sequencing services                
Other assets       6,000   6,000    
BGI Genomics | Sequencing products                
Other assets       4,000   4,000    
BGI Genomics | Sequencing products and services                
Other assets     10,000 $ 10,000 10,000 $ 10,000    
Foundation Medicine ("FMI")                
Proceeds from license agreement         0   16,300  
Agreement term 5 years              
Automatic renewals, successive period thereafter 1 year              
Deferred revenue, current portion     $ 7,000   7,000      
Foundation Medicine ("FMI") | Upfront licensing fees and prepaid revenues                
Initial transaction price $ 13,300              
Foundation Medicine ("FMI") | Developmental, regulatory, and commercial milestones                
Initial transaction price $ 32,000              
Foundation Medicine ("FMI") | Developmental performance milestones                
Proceeds from license agreement             3,000  
Foundation Medicine ("FMI") | Licensing fees and prepaid revenue                
Proceeds from license agreement             $ 13,300  
BGI and FMI | Genetic testing services                
Revenue recognized during the period that was included in deferred revenues at the beginning of the period         $ 4,900