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Split analysis (a randomly selected 70 of study subjects were used for model development; the rest were set aside for model validation) was performed and measures of model performance were obtained from the validation set to avoid overfitting.
Results. About 48 of subjects were male; the mean age was ?38 years old. About 90 of subjects had non-zero drug or total cost.