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Income Taxes - Reconciliation (Details)
12 Months Ended
Dec. 31, 2022
Dec. 31, 2021
Reconciliation of federal statutory income tax rate to the Company's effective income tax rate    
Expected income tax benefit at the federal statutory rate (as a percent) 21.00% 21.00%
State taxes, net of federal benefit (as a percent) 6.50% 6.50%
Research and development credit, net (as a percent) 3.40% 3.20%
Non-deductible items (as a percent) (1.70%) (1.80%)
Prior year provision to return adjustments (as a percent) (0.10%) (0.40%)
Change in valuation allowance (as a percent) (29.10%) (28.50%)