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Categorical variables were represented by frequencies and percentages, while continuous variables were reported as means and standard deviations

Smokers with MS have greater decrements in quality of life and disability than non-smokers

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Machine-learning-based global daily PM 2.5 concentrations with the three fire inventories (that is, GFED, QFED and GFAS) show similar accuracy when comparing with surface observations in the sample-based cross-validation ( R 2 = 0.870.88, RMSE = 7.467.92 g m 3

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