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Stock-Based Compensation - Additional Information (Details) - USD ($)
1 Months Ended 12 Months Ended
Feb. 28, 2023
Nov. 30, 2022
Oct. 31, 2018
Jun. 30, 2018
Feb. 28, 2018
Apr. 30, 2016
Mar. 31, 2015
Dec. 31, 2022
Dec. 31, 2021
Dec. 31, 2020
Jan. 01, 2022
Jan. 01, 2021
Jan. 01, 2020
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]                          
Outstanding option awards               10,127,047 6,607,587        
Options granted               5,879,991          
Tax benefits recognized               $ 0 $ 0 $ 0      
Expected dividend yield               0.00% 0.00% 0.00%      
Employees and Non-Employees                          
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]                          
Expense recognized for unvested employee and non-employee awards               $ 0 $ 0 $ 0      
Stock Options                          
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]                          
Weighted-average grant date fair value               $ 1.80 $ 4.96 $ 4.68      
Intrinsic value of options exercised               $ 0 $ 700,000 $ 400,000      
Unrecognized stock-based compensation expense for options               $ 11,600,000          
Weighted average period over which unrecognized compensation is expected to be recognized               7 months 6 days          
Stock Options | Non-Employees                          
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]                          
Stock option issued               0 0 0      
Stock option vested               0 0 1,663      
Non-Qualified Stock Options | New Chief Executive Officer                          
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]                          
Options granted   1,900,000                      
Vesting period of first 25% of options granted   1 year                      
Vesting period of remaining 75% of options granted   48 months                      
Options granted exercisable period   10 years                      
Restricted Common Stock                          
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]                          
Shares, granted to employees               0 0 228,200      
Unrecognized stock-based compensation expense               $ 1,200,000          
Restricted Common Stock | Non-Employees                          
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]                          
Shares, granted to employees               0 0 0      
2015 Equity Incentive Plan                          
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]                          
Grantees with more than five years vesting term, percent             10.00%            
Maximum vesting term for more than ten percent grantees             5 years            
Number of common stock to option outstanding               94,639          
Number of common stock available for issuance           509,869              
2015 Equity Incentive Plan | Minimum                          
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]                          
Percentage of market value of common stock             100.00%            
2015 Equity Incentive Plan | Maximum | Stock option                          
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]                          
Awards granted, expiration period             10 years            
2016 Equity Incentive Plan                          
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]                          
Initial reserves of common stock           1,100,000              
Increase in number of shares of common stock reserved for issuance     1,759,602                    
Share based compensation plan expiration date     Aug. 07, 2028                    
Annual percentage of additional shares               4.00%          
Additional number of shares available for issuance                     1,974,205 1,918,363 1,163,377
Total number of common stock reserved for issuance               10,818,148          
Outstanding option awards               7,978,070          
2018 Equity Inducement Plan                          
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]                          
Initial reserves of common stock         1,100,000                
Total number of common stock reserved for issuance               1,100,000          
Outstanding option awards               311,000          
2018 Plan, 2016 Plan and 2015 Plan | Service-based Awards                          
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]                          
Awards granted, expiration period         10 years                
Awards granted, vesting period         4 years                
2018 Plan, 2016 Plan and 2015 Plan | Maximum | Service-based Awards                          
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]                          
Awards granted, vesting period         4 years                
2016 Employee Stock Purchase Plan                          
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]                          
Additional number of shares available for issuance                     493,551 479,590 290,844
Total number of common stock reserved for issuance           165,000   1,216,647          
Percentage of discount through payroll deductions to eligible employees to purchase common stock           15.00%              
Percentage of fair market value of common stock           85.00%              
Additional annual percentage increase of common stock       1.00%                  
Expected dividend yield               0.00% 0.00% 0.00%      
2016 Employee Stock Purchase Plan | Maximum                          
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]                          
Maximum purchase value per employee under employee stock purchase plan           $ 25,000              
Maximum number of shares purchased under employee stock purchase plan           2,000              
2016 Employee Stock Purchase Plan | Maximum | Subsequent Event                          
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]                          
Maximum number of shares purchased under employee stock purchase plan 10,000