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Stockholders' Equity - Summary of Common Stock Reserved for Future Issuance (Details) - shares
Mar. 31, 2020
Dec. 31, 2019
Issued and Outstanding:    
Stock options issued and outstanding (in shares) 2,866,929 3,039,880
Common stock, shares reserved for issuance (in shares) 6,982,943  
2017 Equity Incentive Plan    
Issued and Outstanding:    
Shares reserved for future award grants (in shares) 3,118,332  
2017 Employee Stock Purchase Plan    
Issued and Outstanding:    
Shares reserved for future award grants (in shares) 997,682