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Record W4200105374 · doi:10.18849/ve.v6i4.430

Exploring how veterinary professionals perceive and use grief support resources to support companion animal caregivers in Ontario, Canada

2021· article· en· W4200105374 on OpenAlexafffundabout
Alisha Matte, Deep K. Khosa, Michael Meehan

Bibliographic record

VenueVeterinary Evidence · 2021
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicHuman-Animal Interaction Studies
Canadian institutionsUniversity of Guelph
FundersOVC Pet Trust
KeywordsGriefNursingCompanion animalMedicinePsychologyVeterinary medicineMedical educationPsychiatry

Abstract

fetched live from OpenAlex

Objective: The aim of this study was to qualitatively explore veterinary professionals’ use and perceptions of grief resources and services to support companion animal caregivers following companion animal euthanasia.
 Background: The loss of a companion animal can be a source of great sorrow and grief. Like human loss, many companion animal caregivers may seek out and benefit from grief resources, of which veterinary professionals are often important providers. Yet, little is known about how, when or for what reasons veterinary professionals provide these resources.
 Methods: A qualitative study consisting of group and individual interviews involving 38 veterinary professionals and staff from 10 veterinary hospitals in Ontario, Canada was conducted. Verbatim transcripts were evaluated using inductive thematic analysis to identify themes and subthemes.
 Results: Results indicated that typically resources were only provided if a caregiver requested information, or when veterinary professionals recognised that the caregiver may benefit from these resources. To assess a caregiver’s need, participants reported considering their age, the strength of the human-animal bond, their previous and ongoing life circumstances, and their emotional state. Several barriers limiting veterinary professionals’ use of grief resources were also described including perceptions that few adequate resources existed and a lack of knowledge of existing or new resources.
 Conclusion: Overall, findings suggest that there are substantial opportunities to improve and embed a provision of grief resources within the veterinary profession. There is a need to develop adequate resources to meet caregivers’ supportive needs and implement these resources within the greater veterinary profession.
 

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.915
Threshold uncertainty score0.947

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.175
GPT teacher head0.357
Teacher spread0.182 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
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

Citations0
Published2021
Admission routes3
Has abstractyes

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