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metadata
license: afl-3.0
widget:
  - 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.
    example_title: Example 1
  - 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.
    example_title: Example 2

The following is a fine-tuning of the BioBert models on the GAD dataset.

The model works by masking the gene string with "@GENE$" and the disease string with "@DISEASE$".

The output is a text classification that can either be:

  • "LABEL0" if there is no relation
  • "LABEL1" if there is a relation.