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Record W2036829459 · doi:10.12927/hcq.2013.19313

Cultural and Religious Aspects of Care in the Intensive Care Unit within the Context of Patient-Centred Care

2007· article· en· W2036829459 on OpenAlexaboutno aff
Nathalie M. Danjoux, Laura Hawryluck, Bernard Lawless

Bibliographic record

VenueHealthcare Quarterly · 2007
Typearticle
Languageen
FieldSocial Sciences
TopicReligion, Society, and Development
Canadian institutionsnot available
Fundersnot available
KeywordsContext (archaeology)Health carePublic relationsNursingService delivery frameworkIntensive careMedicineService (business)BusinessPolitical scienceMarketing

Abstract

fetched live from OpenAlex

On January 31, 2007, Ontario's Critical Care Strategy hosted a workshop for healthcare providers examining cultural and religious perspectives on patient care in the intensive care unit (ICU). The workshop provided an opportunity for the Ministry of Health and Long-Term Care (MOHLTC) to engage service providers and discuss important issues regarding cultural and religious perspectives affecting critical care service delivery in Ontario. While a favourable response to the workshop was anticipated, the truly remarkable degree to which the more than 200 front-line healthcare providers, policy developers, religious and cultural leaders, researchers and academics who were in attendance embraced the need for this type of dialogue to take place suggests that discussion around this and other "difficult" issues related to care in a critical care setting is long overdue. Without exception, the depth of interest in being able to provide patient-centred care in its most holistic sense--that is, respecting all aspects of the patients' needs, including cultural and religious--is a top-of-mind issue for many people involved in the healthcare system, whether at the bedside or the planning table. This article provides an overview of that workshop, the reaction to it, and within that context, examines the need for a broad-based, non-judgmental and respectful approach to designing care delivery in the ICU. The article also addresses these complex and challenging issues while recognizing the constant financial and human resource constraints and the growing demand for care that is exerting tremendous pressure on Ontario's limited critical care resources. Finally, the article also explores the healthcare system's readiness and appetite for an informed, intelligent and respectful debate on the many issues that, while often difficult to address, are at the heart of ensuring excellence in critical care delivery.

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)0.008
metaresearch head score (Gemma)0.010
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: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.224
Threshold uncertainty score0.445

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0080.010
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0240.039
Scholarly communication0.0080.003
Open science0.0020.008
Research integrity0.0030.007
Insufficient payload (model declined to judge)0.0020.000

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 head0.026
GPT teacher head0.318
Teacher spread0.292 · 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

Citations2
Published2007
Admission routes1
Has abstractyes

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