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In the Cox multivariate model, having chronic obstructive pulmonary disease (adjusted HR = 5.25, 95% CI, 2.60 to 10.62) and having hypertension (adjusted HR = 4.31, 95% CI, 1.90 to 9.78) were independent risk factors associated with death from any cause (Table 7 and Table S2).
Also in the multivariate model, having an uncemented TM implant was also associated with higher migration at 6 months and 1 year than having a cemented NG.
In the multivariate model, having two sick leave spells, regardless of diagnosis, increased the risk of committing suicide more than two-fold compared with having only one spell (HR 2.20, 95% CI 1.07 4.55) (Table 5).
In the full-sample multivariate model, having high knowledge was significantly associated with having a post-secondary education (college, OR = 1.89; university or higher, OR = 2.67) and having recollection of receiving information about NBS (OR = 3.13) (Table 3, model 1).
In a multivariate model having an ED visit coded as other than emergent was related to both low income (OR = 1.30, 95% CI 1.27 1.33) and to having Medicaid (OR = 1.69, 95% CI 1.64 1.75) when age was included in the model.
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To our knowledge, this is the first time that such a general spatial multivariate model has been formulated.
However, once a multivariate model has been built and the most important spectral features identified, experimental time could be easily reduced to around 10 mins per sample further increasing high throughput possibilities.
The final multivariate model had an R of 0.88.
The test BA of multivariate model has smallest deviation also.
The multivariate model had a high discriminatory power (CPE=0.73, 95% CI 0.70 0.76).
However, this multivariate model had low predictive accuracy (area under the ROC curve, 0.68).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com