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Semi-automating abstract screening with a natural language model pretrained on biomedical literature
We demonstrate the performance and workload impact of incorporating a natural language model, pretrained on citations of biomedical literature, on a workflow of abstract screening for studies on prognostic factors in end-stage lung disease. The model was optimized on one-third of the abstracts, and...
| Autores principales: | , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
BioMed Central
2023
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10517490/ https://www.ncbi.nlm.nih.gov/pubmed/37740227 http://dx.doi.org/10.1186/s13643-023-02353-8 |