Evaluating the impact of pre-annotation on annotation speed and potential bias: natural language processing gold standard development for clinical named entity recognition in clinical trial announcements

OBJECTIVE: To present a series of experiments: (1) to evaluate the impact of pre-annotation on the speed of manual annotation of clinical trial announcements; and (2) to test for potential bias, if pre-annotation is utilized. METHODS: To build the gold standard, 1400 clinical trial announcements fro...

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Detalles Bibliográficos
Autores principales: Lingren, Todd, Deleger, Louise, Molnar, Katalin, Zhai, Haijun, Meinzen-Derr, Jareen, Kaiser, Megan, Stoutenborough, Laura, Li, Qi, Solti, Imre
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BMJ Publishing Group 2014
Materias:
Research and Applications
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3994857/
https://www.ncbi.nlm.nih.gov/pubmed/24001514
http://dx.doi.org/10.1136/amiajnl-2013-001837

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3994857/
https://www.ncbi.nlm.nih.gov/pubmed/24001514
http://dx.doi.org/10.1136/amiajnl-2013-001837

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