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Record W2774599432 · doi:10.1186/s12909-017-1098-6

Palliative care and the arts: vehicles to introduce medical students to patient-centred decision-making and the art of caring

2017· article· en· W2774599432 on OpenAlexaff
Carlos Centeno, Carole A. Robinson, Antonio Vercher Noguera, María Arantzamendi, Fernando Echarri, José Pereira

Bibliographic record

VenueBMC Medical Education · 2017
Typearticle
Languageen
FieldMedicine
TopicEmpathy and Medical Education
Canadian institutionsMcMaster UniversityUniversity of OttawaUniversity of British Columbia, Okanagan CampusUniversity of British Columbia
Fundersnot available
KeywordsEmpathyPalliative careCurriculumMedical educationFocus groupConceptualizationPsychologyNature versus nurtureNursingThe artsMedicinePedagogySociologyVisual arts

Abstract

fetched live from OpenAlex

BACKGROUND: Medical Schools are challenged to improve palliative care education and to find ways to introduce and nurture attitudes and behaviours such as empathy, patient-centred care and wholistic care. This paper describes the curriculum and evaluation results of a unique course centred on palliative care decision-making but aimed at introducing these other important competencies as well. METHODS: The 20 h-long optional course, presented in an art museum, combined different learning methods, including reflections on art, case studies, didactic sessions, personal experiences of faculty, reflective trigger videos and group discussions. A mixed methods approach was used to evaluate the course, including a) a post-course reflective exercise; b) a standardized evaluation form used by the University for all courses; and c) a focus group. RESULTS: Twenty students (2nd to 6th years) participated. The course was rated highly by the students. Their understanding of palliative care changed and misconceptions were dispelled. They came to appreciate the multifaceted nature of decision-making in the palliative care setting and the need to individualize care plans. Moreover, the course resulted in a re-conceptualization of relationships with patients and families, as well as their role as future physicians. CONCLUSIONS: Palliative care decision-making therefore, augmented by the visual arts, can serve as a vehicle to address several competencies, including the introduction of competencies related to being patient-centred and empathic.

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)0.006
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.015
Threshold uncertainty score0.052

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.006
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0010.001
Scholarly communication0.0020.001
Open science0.0010.004
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0150.003

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 head0.021
GPT teacher head0.375
Teacher spread0.354 · 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 designQualitative
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".

Quick stats

Citations56
Published2017
Admission routes1
Has abstractyes

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