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Stock-based Compensation Expense - Summary of Weighted Average Assumptions Used to Calculate Fair Value of Stock Option (Details) - 2019 Plan and 2016 Plan
3 Months Ended 9 Months Ended
Sep. 30, 2022
Sep. 30, 2021
Sep. 30, 2022
Sep. 30, 2021
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]        
Risk-free interest rate 2.90% 1.00% 2.20% 0.90%
Expected dividend yield 0.00% 0.00% 0.00% 0.00%
Expected term (years) 6 years 1 month 6 days 6 years 1 month 6 days 6 years 6 years
Expected stock price volatility 90.00% 89.30% 88.70% 86.90%