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Balance Sheet Components - Summary of Property and Equipment (Details) - USD ($)
$ in Thousands
Dec. 31, 2019
Dec. 31, 2018
Property Plant And Equipment [Line Items]    
Property and equipment $ 23,680 $ 11,127
Less: Accumulated depreciation (7,937) (5,989)
Property and equipment, net 15,743 5,138
Scientific Equipment    
Property Plant And Equipment [Line Items]    
Property and equipment 10,642 9,126
Furniture and Equipment    
Property Plant And Equipment [Line Items]    
Property and equipment 2,572 1,248
Capitalized Software    
Property Plant And Equipment [Line Items]    
Property and equipment 389 302
Leasehold Improvements    
Property Plant And Equipment [Line Items]    
Property and equipment 509 $ 451
Construction in Progress    
Property Plant And Equipment [Line Items]    
Property and equipment $ 9,568