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For Model 1 and Model 3, we also compared and plotted the predicted and observed risks of death across each 10th of observed risk [41], in which the observed risk was obtained from the Kaplan Meier product-limit estimate.
The observed risk is higher than the risk threshold value since this represents the observed risk within the top decile of predicted risk.
The shape of the predicted risk gradient was consistent with the empirically observed risk gradient, reflected by black and blue dots, respectively.
Results: Using logistic regression with the adaptive LASSO, we found a strong correlation between predicted and observed risk of re-admission throughout the range of calculated risk for the Diabetic Cohort (r ≥ 0.99 for both the "early" and "discharge" models).
signatures received, the red dots are observed risk contributions from the avg.
The most frequently observed risk factor is diabetes mellitus, being present in 18-54% of cases.
We observed risk modification among women with diabetes mellitus (OR = 9.4; 95% CI = 2.7-32.7) and chronic hepatitis virus infection (OR = 31.2; 95% CI = 6.3-153.2).
On the other hand, low circulating adiponectin level has been a commonly observed risk factor for BC[53, 79 81].
The predicted versus observed risk of recurrence were visually compared.
The RRP risk was thus a predicted risk as opposed to an observed risk.
This estimate is much below the epidemiologically observed risk for respiratory tract cancer by smoking.
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