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On the opposite hand, plots for fasting insulin were asymmetric when analyzed for both subgroups simultaneously, highlighting the presence of context-specific biases, but when studied separately, plots showed no biases since they were symmetrical

Using Python and a preprocessed 2021 Behavioral Risk Factor Surveillance System (BRFSS) dataset hosted on Kaggle, we developed and evaluated several models: Decision Tree, AdaBoost, XGBoost, LightGBM, and Multilayer Perceptron Neural Network (MLP), for diabetes prediction

The Alberta Blue Cross report notes that several notable generic medications and biosimilars under Health Canada review could provide significant cost savings for plan sponsors, though the insurer's overall view is that GLP-1 category spend will remain elevated as utilization broadens [Source: ab.bluecross.ca/plans/group/drug-pipeline-2026.php]

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