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Income Taxes - Statutory and Effective Tax Rates Reconciliation (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2017
Dec. 31, 2016
Dec. 31, 2015
Income Tax Disclosure [Abstract]      
Canadian statutory tax rates 26.00% 26.00% 26.00%
Loss before income taxes $ (126,127) $ (52,405) $ (22,987)
Expected income tax benefit 32,793 13,625 5,977
Net increase in valuation allowance (13,895) (13,684) (2,486)
Investment tax credits (172) 868 (222)
Stock-based compensation (270) (133) (606)
Foreign rate differential 1,198 532 0
U.S. and Canada rate change (19,774) 0 0
Non-taxable expenditures 0 0 76
Change in uncertain tax positions (20) 0 (1,784)
Adjustments to capital losses for settlement of uncertain tax positions 0 0 (560)
Other (443) (1,673) (417)
(Provision) for income taxes $ (583) $ (465) $ (22)