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Condensed Consolidated Balance Sheet Components - Summary of Property and Equipment, Net (Details) - USD ($)
$ in Thousands
Sep. 30, 2018
Dec. 31, 2017
Property Plant And Equipment [Line Items]    
Total $ 18,458 $ 15,208
Less: Accumulated depreciation and amortization (6,696) (3,978)
Property and equipment, net 11,762 11,230 [1]
Scientific Equipment    
Property Plant And Equipment [Line Items]    
Total 6,459 5,053
Furniture and Equipment    
Property Plant And Equipment [Line Items]    
Total 771 625
Capitalized Software    
Property Plant And Equipment [Line Items]    
Total 146 131
Leasehold Improvements    
Property Plant And Equipment [Line Items]    
Total 10,828 9,280
Construction in Progress    
Property Plant And Equipment [Line Items]    
Total $ 254 $ 119
[1] The Condensed Consolidated Balance Sheet as of December 31, 2017 has been derived from the audited financial statements as of that date.