Technology-assisted title and abstract screening for systematic reviews: a retrospective evaluation of the Abstrackr machine learning tool

BACKGROUND: Machine learning tools can expedite systematic review (SR) processes by semi-automating citation screening. Abstrackr semi-automates citation screening by predicting relevant records. We evaluated its performance for four screening projects. METHODS: We used a convenience sample of scree...

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Detalles Bibliográficos
Autores principales: Gates, Allison, Johnson, Cydney, Hartling, Lisa
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2018
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5848519/
https://www.ncbi.nlm.nih.gov/pubmed/29530097
http://dx.doi.org/10.1186/s13643-018-0707-8

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5848519/
https://www.ncbi.nlm.nih.gov/pubmed/29530097
http://dx.doi.org/10.1186/s13643-018-0707-8

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