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--- |
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license: afl-3.0 |
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widget: |
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- text: "The case of a 72-year-old male with @DISEASE$ with poor insulin control (fasting hyperglycemia greater than 180 mg/dl) who had a long-standing polyuric syndrome is here presented. Hypernatremia and plasma osmolality elevated together with a low urinary osmolality led to the suspicion of diabetes insipidus, which was subsequently confirmed by the dehydration test and the administration of @GENE$ sc." |
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example_title: "Example 1" |
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- text: "Hypernatremia and plasma osmolality elevated together with a low urinary osmolality led to the suspicion of diabetes insipidus, which was subsequently confirmed by the dehydration test and the administration of @GENE$ sc. With 61% increase in the calculated urinary osmolarity one hour post desmopressin s.c., @DISEASE$ was diagnosed." |
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example_title: "Example 2" |
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--- |
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The following is a fine-tuning of the BioBert models on the GAD dataset. |
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The model works by masking the gene string with "@GENE$" and the disease string with "@DISEASE$". |
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The output is a text classification that can either be: |
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- "LABEL0" if there is no relation |
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- "LABEL1" if there is a relation. |
