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Stock Benefit Plans and Stock-Based Compensation - Additional Information (Details) - USD ($)
1 Months Ended 3 Months Ended 12 Months Ended
Jun. 16, 2021
Jul. 31, 2019
Sep. 30, 2016
Dec. 31, 2022
Dec. 31, 2021
Dec. 31, 2020
Jun. 17, 2020
Apr. 08, 2020
Dec. 31, 2017
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                  
Common stock reserved for future issuance       46,129,000          
Straight-line basis over a weighted average period       1 year 9 months          
Stock-based compensation       $ 40,556,000 $ 36,450,000 $ 17,659,000      
Common Stock                  
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                  
Number of warrants available to be granted       295,000          
Maximum                  
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                  
Award vesting period       4 years          
Employee Stock Option                  
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                  
Common stock reserved for future issuance       2,916,000          
Weighted-average grant-date fair value of stock options granted         $ 9.88 $ 4.71      
Stock options granted       0          
Total intrinsic value of stock options exercised       $ 3,400,000 $ 6,800,000 $ 2,300,000      
Share price       $ 12.35          
Unrecognized compensation expense for stock options and awards expected to be recognized       $ 300,000          
Unvested Restricted Stock Award                  
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                  
Restricted shares granted under the plan       3,909,000          
Straight-line basis over a weighted average period       1 year 5 months 4 days          
Weighted average grant-date fair value of awards granted       $ 8.13 $ 12.79 $ 4.87      
Unrecognized compensation expense for restricted stock awards, restricted stock units and performance-based restricted units expected to be recognized       $ 41,400,000          
Total fair value of awards vested       $ 35,200,000 $ 43,900,000 $ 13,100,000      
ESPP                  
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                  
Common stock reserved for future issuance       119,000          
Number of shares available for grant 500,000,000                
Employee stock purchase plan, maximum annual compensation percentage 20.00%                
Employee stock purchase plan, maximum annual compensation amount $ 21,250                
Purchase price equal to the lower of the fair market value per share (at closing) of Company common stock 85.00%                
Employee stock purchase plan, offering period 6 months                
Shares of common stock issued under the ESPP       429,000,000 227,000 379,000      
Stock-based compensation       $ 1,600,000 $ 1,100,000 $ 1,000,000.0      
2016 Equity Incentive Plan                  
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                  
Common stock reserved for future issuance     1,083,333            
Number of shares available for grant       791,000     7,000,000    
2016 Equity Incentive Plan | Employee Stock Option                  
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                  
Expiration period     10 years            
Award vesting period     4 years            
Exercise price minimum percentage of market price on grant date     100.00%            
2016 Equity Incentive Plan | Employee Stock Option | 10 Percent Stockholder                  
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                  
Expiration period     5 years            
Exercise price minimum percentage of market price on grant date     110.00%            
Inducement Plan                  
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                  
Common stock reserved for future issuance       477,000          
Maximum award to be deductible other than options       $ 1,000,000.0          
2019 Management Objective Strategic Incentive Plan | Common Stock                  
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                  
Number of shares available for grant       12,500          
2019 Management Objective Strategic Incentive Plan | Board of Directors Chairman | Common Stock                  
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                  
Share authorized grant of warrants   500,000              
Maximum grant of shares per participant   50,000              
2019 Management Objective Strategic Incentive Plan | Unvested Restricted Stock Award                  
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                  
Number of shares available for grant       213,000          
2017 Distributor Inducement Plan | Common Stock                  
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                  
Common stock issued       392,000          
Number of warrants available to be granted       305,000          
2017 Distributor Inducement Plan | Board of Directors Chairman | Common Stock                  
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                  
Share authorized grant of warrants                 1,000,000
2017 Distributor Inducement Plan | Restricted Common Stock                  
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                  
Restricted shares granted under the plan       414,000          
Two Thousand Seventeen Development Services Plan | Board of Directors Chairman | Common Stock                  
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                  
Number of shares available for grant       0       8,000,000