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Income Taxes - Reconciliation of Federal Statutory Tax Rate (Details)
12 Months Ended
Dec. 31, 2022
Dec. 31, 2021
Dec. 31, 2020
Income Taxes      
U.S. Federal statutory rate on net loss (21.00%) (21.00%) (21.00%)
State tax, net of federal tax benefit (1.70%) (0.60%) (3.10%)
Change in valuation allowance 28.30% 26.90% 19.30%
Research and development tax credits (6.80%) (5.50%) (6.20%)
Stock compensation 1.40% 0.30% 0.50%
Other (0.20%) (0.10%) (1.30%)
Effective tax rate (0.00%) (0.00%) (11.80%)