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Stock Incentive Plans - Additional Information (Details) - USD ($)
$ / shares in Units, $ in Thousands
1 Months Ended 3 Months Ended 12 Months Ended
Jan. 01, 2022
Mar. 31, 2018
Mar. 31, 2020
Dec. 31, 2021
Dec. 31, 2020
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]          
Aggregate proceeds from shares issued under the plan       $ 826 $ 938
Stock-based compensation       17,245 13,248
Total intrinsic value of options exercised       $ 600 $ 600
Weighted-average grant date fair value per share for options granted       $ 7.26 $ 10.39
Remaining shares subject to repurchase       0 3,091
Liability for unvested common shares subject to repurchase included in accrued expenses and other liabilities       $ 0 $ 13
Accrued Expenses and Other Liabilities | Maximum          
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]          
Liability for unvested common shares subject to repurchase included in accrued expenses and other liabilities       $ 100 $ 100
2015 Stock Incentive Plan          
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]          
Stock option vesting period       4 years  
Stock options expiration period       10 years  
Number of additional shares available for future grant       0  
2018 Incentive Award Plan          
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]          
Number of shares available for issuance   3,186,205      
Allowed annual percentage increase in shares authorized as percentage of outstanding shares of common stock   4.00%   4.00%  
Maximum shares of common stock may be issued   20,887,347      
Number of additional shares added to the plan 2,286,010        
Number of shares outstanding available for future grant       2,257,623  
2018 Employee Stock Purchase Plan          
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]          
Number of shares available for issuance   353,980      
Allowed annual percentage increase in shares authorized as percentage of outstanding shares of common stock 1.00% 1.00%      
Number of additional shares added to the plan 571,502        
Number of shares outstanding available for future grant       1,431,382  
Maximum shares allowed to be issued under ESPP   4,778,738      
Purchase of common stock through payroll deductions expressed in percentage of fair market value     85.00% 85.00%  
Common stock offering period     6 months    
Number of shares issued to the plan       110,923 83,848
Aggregate proceeds from shares issued under the plan       $ 800 $ 900
Stock-based compensation       100 $ 200
2015 and 2018 Stock Incentive Plans          
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]          
Unrecognized compensation expense       $ 29,800  
Unrecognized compensation expense estimated to be recognized over period       2 years 4 months 24 days