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Balance Sheet Components - Summary of Property and Equipment (Details) - USD ($)
$ in Thousands
Mar. 31, 2020
Dec. 31, 2019
Property Plant And Equipment [Line Items]    
Property and equipment $ 28,276 $ 23,680
Less: Accumulated depreciation (8,475) (7,937)
Property and equipment, net 19,801 15,743
Scientific Equipment    
Property Plant And Equipment [Line Items]    
Property and equipment 12,430 10,642
Furniture and Equipment    
Property Plant And Equipment [Line Items]    
Property and equipment 3,185 2,572
Capitalized Software    
Property Plant And Equipment [Line Items]    
Property and equipment 389 389
Leasehold Improvements    
Property Plant And Equipment [Line Items]    
Property and equipment 12,272 509
Property and equipment, net $ 10,600  
Construction in Progress    
Property Plant And Equipment [Line Items]    
Property and equipment   $ 9,568