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license: apache-2.0
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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: [email protected]
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