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Applying machine classifiers to update searches: Analysis from two case studies

Manual screening of citation records could be reduced by using machine classifiers to remove records of very low relevance. This seems particularly feasible for update searches, where a machine classifier can be trained from past screening decisions. However, feasibility is unclear for broad topics....

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Detalles Bibliográficos
Autores principales: Stansfield, Claire, Stokes, Gillian, Thomas, James
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9299040/
https://www.ncbi.nlm.nih.gov/pubmed/34747151
http://dx.doi.org/10.1002/jrsm.1537