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The embeddings from ClinicalBERT were then used as inputs to an XGBoost model [44], which predicted the occurrence of 10 major diagnostic codes associated with heart disease

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11 Although low concentrations of PPA may be beneficial, humans with impairments in PPA metabolism (that is, propionic or methymalonic acidemia, holocarboxylase, biotinidase or B12 deficiency, valproate or ethanol exposure) exhibit neurodevelopmental conditions with behavioral and biochemical similarities to ASD