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Related Party Transactions - Additional Information (Details)
1 Months Ended 12 Months Ended
Mar. 31, 2021
USD ($)
Apr. 30, 2019
USD ($)
Agreement
Dec. 31, 2021
USD ($)
Dec. 31, 2020
USD ($)
David Schaffer, PhD, | Consulting Services and Services as Board of Director        
Related Party Transaction [Line Items]        
Related party expenses     $ 85,000 $ 93,000
UC Regents | SRAs        
Related Party Transaction [Line Items]        
Related party expenses     900,000 500,000
Number of sponsored research agreements entered | Agreement   2    
Agreement term   3 years    
Amount due to related party   $ 1,500,000    
UC Regents | Machine Learning SRA        
Related Party Transaction [Line Items]        
Agreement term 3 years      
Amount due to related party $ 1,400,000      
Payment to related party     400,000  
UC Regents | SRAs and Machine Learning SRA        
Related Party Transaction [Line Items]        
Accounts payable, related party     $ 0.0 $ 200,000