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Balance Sheet Components - Property and Equipment, Net (Details) - USD ($)
$ in Thousands
Dec. 31, 2021
Mar. 31, 2021
Property Plant And Equipment [Line Items]    
Property and equipment, gross $ 111,066 $ 111,212
Less: accumulated depreciation and amortization (58,817) (50,328)
Property and equipment, net 52,249 60,884
Computer and Software    
Property Plant And Equipment [Line Items]    
Property and equipment, gross 10,318 13,252
Laboratory Equipment and Software    
Property Plant And Equipment [Line Items]    
Property and equipment, gross 50,543 48,636
Furniture and Office Equipment    
Property Plant And Equipment [Line Items]    
Property and equipment, gross 8,917 8,803
Leasehold Improvements    
Property Plant And Equipment [Line Items]    
Property and equipment, gross 40,435 39,668
Capitalized Asset Retirement Obligations    
Property Plant And Equipment [Line Items]    
Property and equipment, gross $ 853 $ 853