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Stock-based Compensation Expense - Additional Information (Details) - USD ($)
$ / shares in Units, $ in Millions
3 Months Ended
Jan. 01, 2022
Jul. 02, 2019
Mar. 31, 2022
Mar. 31, 2021
Feb. 28, 2022
Dec. 31, 2021
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]            
Shares reserved for future issuance     10,356,787     6,181,336
Unrecognized stock-based compensation expense     $ 44.9      
Unrecognized stock-based compensation expense, weighted average period expect to recognized     2 years 11 months 26 days      
2019 Employee Stock Purchase Plan            
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]            
Shares reserved for future issuance   252,142 1,113,021      
Increase in number of shares reserved for issuance (shares) 406,363 428,571        
Increase in number of shares reserved for issuance, percent of common stock outstanding   1.00%        
Stock Option            
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]            
Shares reserved for future issuance     6,526,973     5,188,354
2016 Stock Incentive Plan            
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]            
Shares reserved for future issuance     0      
2019 Stock Incentive Plan            
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]            
Shares reserved for future issuance   2,017,142 953,886      
Increase in number of shares reserved for issuance (shares) 1,625,455 2,000,000        
Increase in number of shares reserved for issuance, percent of common stock outstanding   4.00%        
Weighted average grant date fair value     $ 9.83 $ 8.85    
Total intrinsic value of stock options exercised     $ 0.4 $ 0.1    
2019 Stock Incentive Plan | Stock Option            
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]            
Vesting period     4 years      
Contractual term     10 years      
2019 Stock Incentive Plan | Restricted Stock Awards            
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]            
Vesting period     4 years      
Grants Outside of 2016 Stock Incentive Plan and 2019 Stock Incentive Plan            
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]            
Aggregate intrinsic value of restricted stock awards vested     $ 0.1 $ 0.5    
2022 Inducement Stock Incentive Plan            
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]            
Shares reserved for future issuance     1,718,480   1,750,000