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--- |
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license: apache-2.0 |
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--- |
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# PROSPERO Inclusion/Exclusion Criteria Dataset |
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This dataset is a curated and preprocessed collection of clinical research objectives and their corresponding inclusion and exclusion criteria, extracted from the [PROSPERO](https://www.crd.york.ac.uk/prospero/) international prospective register of systematic reviews. |
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## Description |
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The dataset was constructed to support fine-tuning of large language models (LLMs) for tasks involving the automated generation of eligibility criteria based on research objectives. It contains English-language research objectives from systematic review protocols across three domains: |
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- Mental health |
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- Diagnostics |
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- Therapeutics |
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## Dataset Structure |
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Each row in the dataset corresponds to one study protocol and contains: |
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- `Study_ID`: The unique identifier from PROSPERO (e.g., CRD420250616527) |
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- `Objectives`: The research objective(s) of the systematic review |
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- `Included`: The criteria defining which participants/studies are eligible for inclusion |
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- `Excluded`: The criteria used to disqualify participants/studies from inclusion |
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## Use Case |
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This dataset is ideal for training or fine-tuning LLMs (like T5, Mistral, LLaMA) on: |
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- Generating inclusion/exclusion criteria from research objectives |
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- Biomedical text-to-text reasoning tasks |
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- Automating systematic review assistance and meta-research workflows |
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## Format |
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- File type: CSV (`utf-8`) |
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- Fields: `Study_ID`, `Objectives`, `Included`, `Excluded` |
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- Suggested fields for fine-tuning: |
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- `input_text`: Prompt generated from `Objectives` |
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- `output_text`: "Inclusion: ... Exclusion: ..." combined string |
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## License & Attribution |
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Data is sourced from PROSPERO, a publicly accessible database, and is intended for educational and research purposes only. Please cite the original PROSPERO records when using this dataset in any published work. |
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## 🙌 Created By |
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Sanaa as part of her mission to automate and enhance systematic literature reviews using AI. |
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email: sanaa.abril@gmail.com |
