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P-258 Extending the curriculum: bringing end of life care (EOLC) into the classroom for year 11 and 13 students

2017· article· en· W2791209004 on OpenAlexaboutno aff
Katherine Birch

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldMedicine
TopicPalliative Care and End-of-Life Issues
Canadian institutionsnot available
Fundersnot available
KeywordsEnd-of-life careCurriculumFeelingHealth careLimitingPalliative careMedicinePsychologyNursingMedical educationPedagogySocial psychologyPolitical science

Abstract

fetched live from OpenAlex

Background In the past, death was such a part of everyday life it was simply and frankly discussed, but such opportunities for today’s young adults are more limited. Whilst encouraging people of all ages to talk more about death and dying is important, for those considering a health-related career, having a better understanding about life-limiting illnesses and end of life care is particularly important. With many of those entering the caring professions expressing feelings of anxiety and fear in relation to death and the dying patient (Dakin, 2003) and a recognition that student nurses/doctors find caring for dying patients stress-inducing (Arber, 2001, Timmins & Kaliszer, 2002), more needs to be done to engage young adults with topics such as complex, life-limiting illnesses, death and dying (Wardhere, 2014). Project Reflecting this, an innovative six- week programme, ‘Caring for Dave’, was designed by Compton Hospice for Health Futures University Technical College, West Bromwich – the first UTC in the country with healthcare and health sciences as its specialism. This challenging programme followed ‘Dave’ from an initial concern about his health through to care after death. Each week explored a different topic – such as lifestyles and health, breaking bad news, the dying process and caring for Dave after death. Students also completed work between sessions to enhance and consolidate their learning. The aim of the project was to: • Provide insight into eolc and related topics for students interested in a career in the care sector • Explore death and dying from a range of perspectives • Consider the personal competencies/attributes necessary to care for someone who is dying • Encourage learners to think about a career in palliative/eolc. Evaluations provided very positive feedback about the programme from staff and student perspectives and the hospice is currently working with UTC and other sixth forms to explore wider roll out.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.003
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.069
Threshold uncertainty score0.230

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.004
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0060.003
Scholarly communication0.0070.004
Open science0.0030.010
Research integrity0.0030.006
Insufficient payload (model declined to judge)0.0690.024

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.075
GPT teacher head0.428
Teacher spread0.353 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Citations0
Published2017
Admission routes1
Has abstractyes

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