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Results: The XGBoost model achieved a MedAE of 4.2 points (IQR = [1.2, 12.6]) on the ARAT when applied at seven days post-stroke, compared to 13.7 points (IQR = [4.6, 27.8]) for the mixed-effects model in the same patients ( Figure 1 )

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