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Garcia-Webb advises caution because you might not be getting the exact same medication that the pharmaceutical companies are selling, given that the FDA does not do rigorous safety checks on compounded meds

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The dosing structure below is built from each compound's own research and community practitioner reports

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Compounded semaglutide is created in specialized compounding pharmacies under FDA and state regulations, belongs to the GLP-1 receptor agonist drug class

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However, in the MetFit-Rx team's experience, personalized dose adjustments can improve tolerability for patients who react strongly to standard treatments

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For this task, we represented treatments at the drug class level 18,20 and set the one-hot-encoded selected treatment as the output, and used the same input features as AIDAs XGBoost model while excluding all features describing the current visit treatment regimen

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