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README.md
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- recall
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- accuracy
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- f1
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---
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**Overview:** This repository hosts the fine-tuned model, adapted specifically for the detection of alcohol use expressions in clinical narratives. This fine-tuned model is based on 1,000 simulated expressions, labeled as either 'inappropriate use of alcohol' or 'no use or acceptable use of alcohol'. It may serve particularly for studies that need to consider alcohol consumption as a significant covariate, such as those excluding patients from cohorts in liver disease research.
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- recall
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- accuracy
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- f1
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language:
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- en
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base_model:
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- emilyalsentzer/Bio_ClinicalBERT
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pipeline_tag: text-classification
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---
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**Overview:** This repository hosts the fine-tuned model, adapted specifically for the detection of alcohol use expressions in clinical narratives. This fine-tuned model is based on 1,000 simulated expressions, labeled as either 'inappropriate use of alcohol' or 'no use or acceptable use of alcohol'. It may serve particularly for studies that need to consider alcohol consumption as a significant covariate, such as those excluding patients from cohorts in liver disease research.
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