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Stock-Based Compensation - Narrative (Details) - USD ($)
$ / shares in Units, $ in Thousands
3 Months Ended 12 Months Ended
Mar. 31, 2020
Mar. 31, 2019
Dec. 31, 2018
Jan. 01, 2020
Dec. 31, 2019
Sep. 30, 2018
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]            
Weighted average grant date fair value, grants in period (in usd per share) $ 55.05 $ 25.90        
Stock based compensation not recognized, options $ 23,000          
Stock based compensation not recognized, period for recognition (years) 2 years 7 months 6 days          
Stock-based compensation $ 6,338 $ 3,182        
Stock options            
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]            
Exercises in period, intrinsic value $ 17,200 $ 8,100        
Expected dividend yield 0.00% 0.00%        
Weighted-average expected life 6 years 21 days 6 years 2 months 19 days        
Expected volatility 73.30% 66.70%        
Risk-free interest rate 1.60% 2.70%        
Shares underlying unvested restricted stock units            
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]            
Stock based compensation not recognized, period for recognition (years) 3 years 3 months 18 days          
Stock based compensation not recognized, other than options $ 33,800          
Shares available for issuance under the 2018 Employee Stock Purchase Plan            
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]            
Stock based compensation not recognized, period for recognition (years) 1 month 6 days          
Stock based compensation not recognized, other than options $ 300          
Expected dividend yield   0.00%        
Shares authorized (in shares)       942,614   922,250
Maximum employee subscription rate, ESPP 10.00%          
ESPP purchase price of common stock (as a percent of the fair value of common stock) 85.00%          
Stock-based compensation $ 500 $ 600        
Common stock issued under employee stock purchase plan (in shares) 0          
Weighted-average expected life   6 months        
Expected volatility   60.20%        
Risk-free interest rate   2.50%        
Nonemployee stock option            
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]            
Stock subject to repurchase (in shares) 21,212   23,981      
Stock subject to repurchase, per share (in usd per share) $ 4.66          
Cash proceeds received for unvested shares $ 100       $ 100