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--- |
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pretty_name: '`clinicaltrials/2019/trec-pm-2019`' |
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viewer: false |
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source_datasets: ['irds/clinicaltrials_2019'] |
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task_categories: |
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- text-retrieval |
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--- |
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# Dataset Card for `clinicaltrials/2019/trec-pm-2019` |
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The `clinicaltrials/2019/trec-pm-2019` dataset, provided by the [ir-datasets](https://ir-datasets.com/) package. |
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For more information about the dataset, see the [documentation](https://ir-datasets.com/clinicaltrials#clinicaltrials/2019/trec-pm-2019). |
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# Data |
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This dataset provides: |
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- `queries` (i.e., topics); count=40 |
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- `qrels`: (relevance assessments); count=12,996 |
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- For `docs`, use [`irds/clinicaltrials_2019`](https://huggingface.co/datasets/irds/clinicaltrials_2019) |
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## Usage |
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```python |
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from datasets import load_dataset |
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queries = load_dataset('irds/clinicaltrials_2019_trec-pm-2019', 'queries') |
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for record in queries: |
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record # {'query_id': ..., 'disease': ..., 'gene': ..., 'demographic': ...} |
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qrels = load_dataset('irds/clinicaltrials_2019_trec-pm-2019', 'qrels') |
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for record in qrels: |
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record # {'query_id': ..., 'doc_id': ..., 'relevance': ..., 'iteration': ...} |
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``` |
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Note that calling `load_dataset` will download the dataset (or provide access instructions when it's not public) and make a copy of the |
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data in 🤗 Dataset format. |
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## Citation Information |
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``` |
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@inproceedings{Roberts2019TrecPm, |
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title={Overview of the TREC 2019 Precision Medicine Track}, |
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author={Kirk Roberts and Dina Demner-Fushman and Ellen Voorhees and William R. Hersh and Steven Bedrick and Alexander J. Lazar and Shubham Pant and Funda Meric-Bernstam}, |
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booktitle={TREC}, |
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year={2019} |
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} |
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``` |
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