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Stock-Based Compensation - Additional Information (Details) - USD ($)
1 Months Ended 12 Months Ended
Nov. 30, 2018
Oct. 31, 2018
Jun. 30, 2018
Feb. 28, 2018
Apr. 30, 2016
Mar. 31, 2015
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Jan. 01, 2019
Jan. 01, 2018
Jan. 01, 2017
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]                        
Outstanding option awards             3,889,188 3,142,687        
Tax benefits recognized             $ 0 $ 0 $ 0      
Expected dividend yield             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      
Director                        
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]                        
Incremental fair value of outstanding equity awards $ 300,000                      
Director | Stock Options                        
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]                        
Modification of outstanding award 86,252                      
Director | RSAs                        
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]                        
Modification of outstanding award 43,290                      
Stock Options                        
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]                        
Weighted-average grant date fair value             $ 8.09 $ 8.03 $ 5.22      
Intrinsic value of options exercised             $ 1,000,000 $ 1,900,000 $ 300,000      
Unrecognized stock-based compensation expense for options             $ 10,800,000          
Weighted average period over which unrecognized compensation is expected to be recognized             2 years 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 6,626 0      
2015 Equity Incentive Plan                        
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]                        
Awards granted, expiration period           10 years            
Combined voting power of all classes of stock           10.00%            
Option vesting, year           5 years            
Number of common stock to option outstanding             250,286          
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%            
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                    
Percentage of outstanding share of common stock   4.00%                    
Additional number of shares available for issuance                   965,603 666,807 537,233
Total number of common stock reserved for issuance             5,721,946          
Outstanding option awards             3,538,992          
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             99,910          
2018 Plan, 2016 Plan and 2015 Plan                        
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]                        
Awards granted, expiration period       10 years                
2018 Plan, 2016 Plan and 2015 Plan | Four Year Vesting                        
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]                        
Option vesting, year       4 years                
2018 Plan, 2016 Plan and 2015 Plan | Maximum                        
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]                        
Option vesting, year       4 years                
2016 Employee Stock Purchase Plan                        
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]                        
Percentage of outstanding share of common stock     1.00%                  
Additional number of shares available for issuance                   241,400    
Total number of common stock reserved for issuance         165,000   247,347          
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%              
Maximum number of shares permitted for per employee         2,000              
Maximum purchase value per employee under employee stock purchase plan         $ 25,000              
Employee stock purchase plan termination period         10 years              
Expected dividend yield             0.00% 0.00% 0.00%