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| Format: | Recurso digital |
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2025
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| Online Access: | https://doi.org/10.5281/zenodo.15291560 |
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| _version_ | 1866901283813720064 |
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| author | gdlf13 |
| author_facet | gdlf13 |
| contents | <h2>Initial Public Release</h2> <p>This repository contains all data, code, models, and prompt files associated with the study:</p> <p><strong>"Enhancing Systematic Reviews: Integrating LLM Prompt Engineering and Machine Learning Methods"</strong></p> <p>The repository includes:</p> <ul> <li>Excel datasets (.csv) used for modeling and analysis.</li> <li>Scripts for multilevel modeling (MLM) training and evaluation.</li> <li>Full set of prompts utilized during annotation and automation tasks.</li> <li>Documentation for reproducibility and ethical compliance.</li> </ul> <p>This release corresponds to the version submitted for peer review to a Q1 journal. Upon acceptance, the accepted manuscript will be linked here in accordance with open access policies.</p> <p>For questions or replication inquiries, please contact the corresponding author.</p> |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_15291560 |
| institution | Zenodo |
| language | |
| publishDate | 2025 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | gdlf13/enhancing-systematic-reviews-llm-ml: First Public Release for Supplementary Materials — Enhancing Systematic Reviews with LLM and ML Methods gdlf13 <h2>Initial Public Release</h2> <p>This repository contains all data, code, models, and prompt files associated with the study:</p> <p><strong>"Enhancing Systematic Reviews: Integrating LLM Prompt Engineering and Machine Learning Methods"</strong></p> <p>The repository includes:</p> <ul> <li>Excel datasets (.csv) used for modeling and analysis.</li> <li>Scripts for multilevel modeling (MLM) training and evaluation.</li> <li>Full set of prompts utilized during annotation and automation tasks.</li> <li>Documentation for reproducibility and ethical compliance.</li> </ul> <p>This release corresponds to the version submitted for peer review to a Q1 journal. Upon acceptance, the accepted manuscript will be linked here in accordance with open access policies.</p> <p>For questions or replication inquiries, please contact the corresponding author.</p> |
| title | gdlf13/enhancing-systematic-reviews-llm-ml: First Public Release for Supplementary Materials — Enhancing Systematic Reviews with LLM and ML Methods |
| url | https://doi.org/10.5281/zenodo.15291560 |