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Experiment 2: Jury Suggestibility: The Effect of Judicial Instruction on Juror’s use of Covert Recording Transcripts ...
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Development and diagnostic validation of the Brisbane Evidence-Based Language Test
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In: Research outputs 2014 to 2021 (2022)
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Reproducibility of the Experimental Result of BERT for Evidence Retrieval and Claim Verification ...
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Reproducibility of the Experimental Result of BERT for Evidence Retrieval and Claim Verification ...
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Preventing Emotional Dysregulation: Acceptability and Preliminary Effectiveness of a DBT Skills Training Program for Adolescents in the Spanish School System
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In: International Journal of Environmental Research and Public Health; Volume 19; Issue 1; Pages: 494 (2022)
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Nonverbal Oro-Motor Exercises: Do They Really Work for Phonoarticulatory Difficulties?
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In: International Journal of Environmental Research and Public Health; Volume 19; Issue 9; Pages: 5459 (2022)
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Predictors of Medical Students’ Views toward Research: Insights from a Cross-Cultural Study among Portuguese-Speaking Countries
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In: Healthcare; Volume 10; Issue 2; Pages: 336 (2022)
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Evaluation of Metacognitive and Self-Regulatory Programmes for Learning, Pedagogy and Policy in Tertiary EFL Contexts
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Effectiveness of interactive teaching intervention on medical students’ knowledge and attitudes toward stem cells, their therapeutic uses, and potential research applications
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In: PeerJ (2022)
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Preventing Emotional Dysregulation: Acceptability and Preliminary Effectiveness of a DBT Skills Training Program for Adolescents in the Spanish School System
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Language as evidence in workplace harassment
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In: Corela, Vol 36 (2022) (2022)
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The translator as an expert witness in court
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In: Translation and Interpreting : the International Journal of Translation and Interpreting Research, Vol 14, Iss 1, Pp 84-96 (2022) (2022)
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A clinical trials corpus annotated with UMLS entities to enhance the access to evidence-based medicine
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Abstract:
[Background] The large volume of medical literature makes it difficult for healthcare professionals to keep abreast of the latest studies that support Evidence-Based Medicine. Natural language processing enhances the access to relevant information, and gold standard corpora are required to improve systems. To contribute with a new dataset for this domain, we collected the Clinical Trials for Evidence-Based Medicine in Spanish (CT-EBM-SP) corpus. ; [Methods] We annotated 1200 texts about clinical trials with entities from the Unified Medical Language System semantic groups: anatomy (ANAT), pharmacological and chemical substances (CHEM), pathologies (DISO), and lab tests, diagnostic or therapeutic procedures (PROC). We doubly annotated 10% of the corpus and measured inter-annotator agreement (IAA) using F-measure. As use case, we run medical entity recognition experiments with neural network models. ; [Results] This resource contains 500 abstracts of journal articles about clinical trials and 700 announcements of trial protocols (292 173 tokens). We annotated 46 699 entities (13.98% are nested entities). Regarding IAA agreement, we obtained an average F-measure of 85.65% (±4.79, strict match) and 93.94% (±3.31, relaxed match). In the use case experiments, we achieved recognition results ranging from 80.28% (±00.99) to 86.74% (±00.19) of average F-measure. ; [Conclusions] Our results show that this resource is adequate for experiments with state-of-the-art approaches to biomedical named entity recognition. It is freely distributed at: http://www.lllf.uam.es/ESP/nlpmedterm_en.html. The methods are generalizable to other languages with similar available sources. ; This work has been done under the NLPMedTerm project, funded by the European Union’s Horizon 2020 research programme under the Marie Skodowska-Curie grant agreement no. 713366 (InterTalentum UAM) ; Peer reviewed
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Keyword:
Clinical Trials; Evidence-Based Medicine; Inter-Annotator Agreement; Natural Language Processing; Semantic Annotation
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URL: http://hdl.handle.net/10261/240680
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Practice Gives Skill: Preparing Students to Present Evidence in Clerkships
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Раскрытие доказательств как элемент судебного доказывания ... : Disclosure of Evidence as an Element of Court Proving ...
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К вопросу о правовой природе электронных доказательств в арбитражном процессе ... : On the Legal Nature of Electronic Evidence in the Arbitration Procedure ...
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An Evaluation of One School's Reading Program to Support Struggling Readers Through the Use of Data
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In: Dissertations (2021)
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Second Language Teachers’ Perceptions of Their Pedagogical Practices, Collaborations, and Relationships with Other Teachers through Professional Development
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In: Australian Journal of Teacher Education (2021)
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