Datasets:
Tasks:
Text Generation
Modalities:
Text
Formats:
json
Languages:
English
Size:
10K - 100K
ArXiv:
License:
Update README.md
Browse files
README.md
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- config_name: default
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data_files:
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- split: train
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path:
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tags:
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- medical
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- health
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dtype: string
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---
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# Clinical Guidelines
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The Clinical Guidelines corpus is a new dataset of
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You can scrape and clean all
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<img width=75% src="sources.png" alt="Sources of Clinical Practice Guidelines" title="CPG sources">
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| **[MAGIC](https://magicevidence.org/)** | Making GRADE The Irresistible Choice | `magic` | 52 | 415K | Doctor | Mix | No |
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| **[MayoClinic](https://www.mayoclinic.org/)** | MayoClinic | `mayo` | 1100 | 2.2M | Patient | USA | No |
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| **[NICE](https://www.nice.org.uk/guidance)** | National Institute for Health and Care Excellence | `nice` | 1656 | 8.1M | Doctor | UK | **Yes** |
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| **[RCH](https://www.rch.org.au/clinicalguide/about_rch_cpgs/welcome_to_the_clinical_practice_guidelines/)** | Royal Children's Hospital Melbourne | `rch` | 384 | 410K | Doctor | Australia | No |
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| **[SPOR](https://sporevidencealliance.ca/key-activities/cpg-asset-map/cpg-database/)** | Strategy for Patient-Oriented Research | `spor` | 217 | 1.1M | Doctor | Canada | **Yes** |
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| **[WHO](https://www.who.int/publications/who-guidelines)** | World Health Organization | `who` | 223 | 3.1M | Both | International | **Yes** |
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|-------------|-------------------------------------------|------------------------------|
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| `id` | Unique identifier for each article | All |
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| `source` | Source tag (`cco`, `cdc`, `cma`, `icrc`, `nice`, `spor`, `who` or `wikidoc`)| All |
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| `title` | Title of the article | CMA, NICE & WikiDoc
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| `url` | URL of the article | NICE, WikiDoc
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| `raw_text` | Unprocessed scraped article text | All
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| `clean_text`| Cleaned and formatted article text | All |
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| `overview` | Short summary of the article | NICE
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## Uses
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- config_name: default
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data_files:
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- split: train
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path: open_guidelines.jsonl
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tags:
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- medical
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- health
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dtype: string
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---
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### NEW DROP: PubMed Guidelines
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We just added 1627 clinical guidelines found in PubMed and PubMed Central to the dataset on December 23rd, 2023. Merry Christmas!
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# Clinical Guidelines
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The Clinical Guidelines corpus is a new dataset of 47K clinical practice guidelines from 17 high-quality online medical sources. This dataset serves as a crucial component of the original training corpus of the [Meditron](https://huggingface.co/epfl-llm/meditron-70b) Large Language Model (LLM). We publicly release a subset of 37K articles from our Guidelines corpus, extracted from 9 of 17 sources that allow content redistribution, namely CCO, CDC, CMA, ICRC, NICE, PubMed, SPOR, WHO and WikiDoc.
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You can scrape and clean all 17 guideline sources using our code in [epfLLM/meditron](https://github.com/epfLLM/meditron).
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<img width=75% src="sources.png" alt="Sources of Clinical Practice Guidelines" title="CPG sources">
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| **[MAGIC](https://magicevidence.org/)** | Making GRADE The Irresistible Choice | `magic` | 52 | 415K | Doctor | Mix | No |
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| **[MayoClinic](https://www.mayoclinic.org/)** | MayoClinic | `mayo` | 1100 | 2.2M | Patient | USA | No |
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| **[NICE](https://www.nice.org.uk/guidance)** | National Institute for Health and Care Excellence | `nice` | 1656 | 8.1M | Doctor | UK | **Yes** |
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| **[PubMed](https://pubmed.ncbi.nlm.nih.gov)** | PubMed | `pubmed` | 1627 | 10.8M | Doctor | Mix | **Yes** |
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| **[RCH](https://www.rch.org.au/clinicalguide/about_rch_cpgs/welcome_to_the_clinical_practice_guidelines/)** | Royal Children's Hospital Melbourne | `rch` | 384 | 410K | Doctor | Australia | No |
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| **[SPOR](https://sporevidencealliance.ca/key-activities/cpg-asset-map/cpg-database/)** | Strategy for Patient-Oriented Research | `spor` | 217 | 1.1M | Doctor | Canada | **Yes** |
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| **[WHO](https://www.who.int/publications/who-guidelines)** | World Health Organization | `who` | 223 | 3.1M | Both | International | **Yes** |
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|-------------|-------------------------------------------|------------------------------|
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| `id` | Unique identifier for each article | All |
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| `source` | Source tag (`cco`, `cdc`, `cma`, `icrc`, `nice`, `spor`, `who` or `wikidoc`)| All |
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| `title` | Title of the article | CMA, NICE & WikiDoc |
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| `url` | URL of the article | NICE, WikiDoc & PubMed |
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| `raw_text` | Unprocessed scraped article text | All |
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| `clean_text`| Cleaned and formatted article text | All |
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| `overview` | Short summary or abstract of the article | NICE & Pubmed |
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## Uses
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