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Income Taxes - Additional Information (Details) - USD ($)
12 Months Ended
Dec. 31, 2018
Dec. 31, 2017
Dec. 31, 2016
Dec. 31, 2015
Income Taxes [Line Items]        
Provision or benefit from income taxes   $ 0 $ 0 $ 0
Decrease in net deferred assets   7,869,000    
Net operating loss carryforwards   58,000,000 36,100,000  
Unrecognized tax benefit   $ 0    
Earliest Tax Year        
Income Taxes [Line Items]        
Net operating loss carryforwards, expiration year   2033    
Tax credit carryforwards, expiration year   2033    
Tax Cuts and Jobs Act of 2017        
Income Taxes [Line Items]        
Increase in valuation allowance   $ 2,700,000 9,400,000 $ 3,900,000
Federal        
Income Taxes [Line Items]        
Tax credit carryforwards   5,600,000 3,300,000  
State        
Income Taxes [Line Items]        
Tax credit carryforwards   1,000,000 $ 612,000  
PATH Act of 2015        
Income Taxes [Line Items]        
Converted research tax credit to offset payroll tax liabilities   500,000    
PATH Act of 2015 | Prepaid Expenses and Other Current Assets        
Income Taxes [Line Items]        
Converted research tax credit to offset payroll tax liabilities   416,000    
PATH Act of 2015 | Other Non-current Assets        
Income Taxes [Line Items]        
Converted research tax credit to offset payroll tax liabilities   $ 84,000    
Scenario Forecast        
Income Taxes [Line Items]        
Corporate income tax rates 21.00%      
Orphan drug credit of qualifying expenditures percentage 25.00%      
Maximum        
Income Taxes [Line Items]        
Corporate income tax rates   35.00%    
Orphan drug credit of qualifying expenditures percentage   50.00%