“…Free-text notes from the EHR produced by trained SWs passed through a hybrid NLP model that utilized rule‐based and statistical machine learning. NLP accuracy was validated against chart review. …”
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“…We developed an NLP model that utilized statistical machine learning approaches. The performance of the NLP model in training and validation with 10-fold cross-validation is reported via accuracy, recall, and precision in comparison to the chart review. …”
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