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Income Taxes (Tables)
12 Months Ended
Dec. 31, 2021
Income Taxes  
Schedule of effective tax rates differing from U.S. federal statutory rate

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December 31,

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2021

    

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2020

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2019

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​

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(in thousands, except percentages)

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U.S. federal taxes (benefit) at statutory rate

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$

(98,931)

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(21.00)

%  

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$

(48,226)

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(21.00)

%  

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$

(25,794)

    

(21.00)

%

State tax expense

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​

(29,206)

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(6.20)

%  

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(10,672)

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(4.65)

%  

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(6,607)

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(5.38)

%

Research and development credits

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​

(9,193)

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(1.95)

%  

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​

(3,964)

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(1.73)

%  

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​

(1,645)

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(1.34)

%

Stock-based compensation

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​

(46,128)

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(9.80)

%  

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(23,791)

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(10.36)

%  

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(7,544)

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(6.14)

%

Foreign tax

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167

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0.04

%

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55

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0.02

%

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1,612

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1.31

%

Other nondeductible items

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344

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0.07

%  

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​

792

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0.35

%  

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​

769

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0.63

%

Nondeductible officers' compensation

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24,387

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5.18

%  

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​

8,984

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3.91

%  

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​

609

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0.50

%  

Acquisition costs

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8,901

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1.89

%  

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—

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—

%  

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​

—

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—

%  

Change in valuation allowance

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150,277

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31.90

%  

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76,920

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33.50

%  

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​

40,599

​

33.05

%

Provision for income taxes

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$

618

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0.13

%  

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$

98

​

0.04

%

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$

1,999

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1.63

%

Schedule of tax effects of temporary differences that give rise to significant portions of the deferred tax assets

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December 31,

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2021

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2020

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(in thousands)

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Deferred tax assets:

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Net operating loss carryforwards

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$

315,552

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$

177,899

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Intangibles

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4,443

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​

—

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Research and development tax credit carryforwards

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38,725

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24,332

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Reserves and accruals

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14,098

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21,770

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Lease Liabilities

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16,843

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7,123

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Deferred revenue

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6,363

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6,386

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Stock-based compensation

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15,928

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10,673

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Total deferred tax assets before valuation allowance

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411,952

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248,183

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Less: valuation allowance

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(396,079)

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(222,521)

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15,873

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25,662

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Deferred tax liabilities:

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Convertible debt

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—

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(19,143)

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Right-of-use lease assets

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(15,873)

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(6,519)

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Net deferred tax assets

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​

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$

—

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$

—

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Schedule of reconciliation of the beginning and ending amount of gross unrecognized tax benefits

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December 31,

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2021

    

2020

​

2019

 

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(in thousands)

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Balance at beginning of year

​

$

11,500

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$

8,619

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$

7,362

​

Additions based on tax positions related to the current year

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6,017

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2,889

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1,426

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Additions (reductions) for tax positions of prior years

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(3)

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(8)

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(169)

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Balance at end of year

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$

17,514

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$

11,500

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$

8,619

​