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README.md
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- 9rofe/patient_handout_AAFP_reading_levels
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language:
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- en
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---
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# Model Card for AI-Driven Health Literacy Simplification Model
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This model uses advanced natural language processing (NLP) algorithms to translate complex medical information into a format that is accessible to individuals with a 6th-grade reading level. The goal is to improve comprehension and health outcomes for patients with low health literacy.
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- **Developed by:**
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- **Funded by
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- **Shared by
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- **Model type:** Text Simplification
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- **Language(s) (NLP):** English
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- **License:**
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- **Finetuned from model:** tiiuae/falcon-40b
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## Uses
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The model can be used directly to simplify patient education materials to improve accessibility and comprehension.
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### Downstream Use
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<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
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```python
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prompt = """
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<user>: Convert this text to reading level 6: {
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<assistant>:
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""".strip()
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```
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- 9rofe/patient_handout_AAFP_reading_levels
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language:
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- en
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license: cc-by-nc-3.0
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---
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# Model Card for AI-Driven Health Literacy Simplification Model
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This model uses advanced natural language processing (NLP) algorithms to translate complex medical information into a format that is accessible to individuals with a 6th-grade reading level. The goal is to improve comprehension and health outcomes for patients with low health literacy.
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- **Developed by:** Wernicke AI
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- **Funded by:** ME [More Information Needed]
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- **Shared by:** [More Information Needed]
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- **Model type:** Text Simplification
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- **Language(s) (NLP):** English
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- **License:** Creative Commons Attribution Non-Commercial 3.0
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- **Finetuned from model:** tiiuae/falcon-40b
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## Uses
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The model can be used directly to simplify patient education materials to improve accessibility and comprehension.
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### Downstream Use
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<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
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```python
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prompt = """
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<user>: Convert this text to reading level 6: {TEXT}
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<assistant>:
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""".strip()
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```
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