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Anchoring in the past, tweeting from the present: Cognitive bias in journalists’ word choices
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In: PLoS One (2022)
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Surface EMG–based alternative communication (Vojtech et al., 2021) ...
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Surface EMG–based alternative communication (Vojtech et al., 2021) ...
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Surface Electromyography–Based Recognition, Synthesis, and Perception of Prosodic Subvocal Speech
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In: J Speech Lang Hear Res (2021)
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Natural language word embeddings as a glimpse into healthcare language and associated mortality surrounding end of life
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Lau, Ivan Shun; Kraljevic, Zeljko; Al-Agil, Mohammad; Charing, Shelley; Quarterman, Alan; Parkes, Harold; Metaxa, Victoria; Sleeman, Katherine; Gao, Wei; Dobson, Richard J B; Teo, James T; Hopkins, Phil
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In: BMJ Health Care Inform (2021)
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Abstract:
OBJECTIVES: To clarify real-world linguistic nuances around dying in hospital as well as inaccuracy in individual-level prognostication to support advance care planning and personalised discussions on limitation of life sustaining treatment (LST). DESIGN: Retrospective cross-sectional study of real-world clinical data. SETTING: Secondary care, urban and suburban teaching hospitals. PARTICIPANTS: All inpatients in 12-month period from 1 October 2018 to 30 September 2019. METHODS: Using unsupervised natural language processing, word embedding in latent space was used to generate phrase clusters with most similar semantic embeddings to ‘Ceiling of Treatment’ and their prognostication value. RESULTS: Word embeddings with most similarity to ‘Ceiling of Treatment’ clustered around phrases describing end-of-life care, ceiling of care and LST discussions. The phrases have differing prognostic profile with the highest 7-day mortality in the phrases most explicitly referring to end of life—‘Withdrawal of care’ (56.7%), ‘terminal care/end of life care’ (57.5%) and ‘un-survivable’ (57.6%). CONCLUSION: Vocabulary used at end-of-life discussions are diverse and has a range of associations to 7-day mortality. This highlights the importance of correct application of terminology during LST and end-of-life discussions.
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Keyword:
Original Research
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URL: http://www.ncbi.nlm.nih.gov/pmc/articles/PMC8557276/ http://www.ncbi.nlm.nih.gov/pubmed/34711578 https://doi.org/10.1136/bmjhci-2021-100464
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Enseignement Engagé: Engaging and Motivating French Language Learners ...
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Study of central exclusive [Image: see text] production in proton-proton collisions at [Formula: see text] and 13TeV
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In: Eur Phys J C Part Fields (2020)
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Exploring Anatomic Variants to Enhance Anatomy Teaching: Musculus Sternalis
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In: Biological Sciences Faculty Articles (2020)
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Enseignement Engagé: Engaging and Motivating French Language Learners
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In: All Graduate Plan B and other Reports (2020)
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Creation and analysis of biochemical constraint-based models using the COBRA Toolbox v.3.0.
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In: Nature protocols, vol 14, iss 3 (2019)
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Creation and analysis of biochemical constraint-based models using the COBRA Toolbox v.3.0.
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In: Nature protocols, vol 14, iss 3 (2019)
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Creation and analysis of biochemical constraint-based models using the COBRA Toolbox v.3.0
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Creation and analysis of biochemical constraint-based models: the COBRA Toolbox v3.0
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Development of sEMG sensors and algorithms for silent speech recognition
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Novel genetic loci associated with hippocampal volume
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In: ISSN: 2041-1723 ; EISSN: 2041-1723 ; Nature Communications ; https://hal.archives-ouvertes.fr/hal-01488337 ; Nature Communications, Nature Publishing Group, 2017, 8, pp.13624. ⟨10.1038/ncomms13624⟩ (2017)
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Creation and analysis of biochemical constraint-based models: the COBRA Toolbox v3.0 ...
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Search for dark matter produced in association with heavy-flavor quark pairs in proton-proton collisions at [Formula: see text]
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Mining Non-Lattice Subgraphs for Detecting Missing Hierarchical Relations and Concepts in SNOMED CT
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In: Computer Science Faculty Publications (2017)
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Flipping the Classroom: Is it a flipping good idea, or a flop?
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In: James, T, Conradie, H, (2016). Flipping the Classroom: Is it a flipping good idea, or a flop?. 01-02 December 2016, FABENZ Biennial Conference, 3rd, 2016: Accessibility flexibility equity, Auckland, New Zealand, FABENZ, Hamilton, NZ, p. 1-16, http://fabenz.org.nz/conference/ (2016)
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