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Asset Acquisitions and Contingent Consideration - Additional Information (Details) - USD ($)
3 Months Ended
Sep. 30, 2018
Sep. 21, 2018
Jun. 30, 2018
Jan. 31, 2018
Jan. 04, 2018
Oct. 31, 2017
Oct. 02, 2017
Mar. 31, 2019
Mar. 31, 2018
Jun. 24, 2018
Business Acquisition [Line Items]                    
In process research and development               $ 1,000,000 $ 20,898,000  
GB001                    
Business Acquisition [Line Items]                    
In process research and development                 $ 19,148,000  
Pulmokine, Inc. | License Agreement | GB002                    
Business Acquisition [Line Items]                    
Product license term             10 years      
Milestones accrued               0    
Pulmokine, Inc. | License Agreement | GB002 | IPR&D                    
Business Acquisition [Line Items]                    
Upfront payment           $ 5,500,000        
Pulmokine, Inc. | License Agreement | GB002 | Maximum                    
Business Acquisition [Line Items]                    
Development and regulatory milestone payments, payable             $ 63,000,000      
Commercial milestone payments, payable             45,000,000      
Sales milestone payments, payable             $ 190,000,000      
AA Biopharma Inc. | GB001                    
Business Acquisition [Line Items]                    
In process research and development       $ 19,300,000            
AA Biopharma Inc. | GB001 | Common Stock                    
Business Acquisition [Line Items]                    
Business acquisition, aggregate number of shares issued         1,101,278          
AA Biopharma Inc. | GB001 | Series Seed Convertible Preferred Stock                    
Business Acquisition [Line Items]                    
Business acquisition, aggregate number of shares issued         20,000,000          
Aerpio Pharmaceuticals, Inc. | License Agreement | GB004                    
Business Acquisition [Line Items]                    
Milestones accrued               0    
Upfront payment, purchase consideration paid     $ 20,000,000              
Aerpio Pharmaceuticals, Inc. | License Agreement | GB004 | Maximum                    
Business Acquisition [Line Items]                    
Development and regulatory milestone payments, payable                   $ 55,000,000
Commercial milestone payments, payable                   85,000,000
Sales milestone payments, payable                   $ 260,000,000
Adhaere Pharmaceuticals, Inc. | GB1275                    
Business Acquisition [Line Items]                    
Milestones accrued               $ 0    
In process research and development $ 7,500,000                  
Upfront payment, purchase consideration paid   $ 7,500,000                
Adhaere Pharmaceuticals, Inc. | GB1275 | Maximum                    
Business Acquisition [Line Items]                    
Regulatory, development and sales milestones payable   $ 62,000,000