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Since you mention insurance documents, could you speak to how well this would extract data from a policy document like https://ahca.myflorida.com/medicaid/Prescribed_Drug/drug_cri... ?

The unstoppable administrative engine that is the American Healthcare system produces hundreds of thousands of continuously updated documents like this with no standardized format/structure.

Manually extracting/normalizing this data into a querable format is an industry all its own.



It's very easy to try! Just plug that URL here: https://huggingface.co/spaces/impira/docquery.

I tried a few questions:

  What is the development date? -> June 20, 2017
  What is the medicine? -> SPINRAZA® (nusinersen)
  How many doses -> 5 doses
  Did the patient meet the review criteria? -> Patient met initial review criteria.
  Is the patient treated with Evrysdi? -> not




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