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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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A new baseline was reached prior to the second GLP-1 infusion