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OutpatientLabPrediction

Insert the proc_code for all the labs you'd like to run into the list titled label_labs. Then run the entire notebook to 1) generate a feature matrix unique to each label lab 2) output the accuracy metrics resultant from running it through an ML model. The output will be in the form of a dictionary with the key as the proc_code and the values as a list containing labs, dx, hx, med, AUROC, TNR, and NPV.

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