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Record W2396361737 · doi:10.1177/082585971202800202

Family care of the Dying in the republic of Moldova: A Qualitative Study

2012· article· en· W2396361737 on OpenAlexaff
Allan Kellehear, Rodica Mindruta-Stratan, Pogoneţ Vadim, Victor Gorelco

Bibliographic record

VenueJournal of Palliative Care · 2012
Typearticle
Languageen
FieldMedicine
TopicPalliative Care and End-of-Life Issues
Canadian institutionsDalhousie University
FundersLeverhulme Trust
KeywordsRespite careNursingFamily memberQualitative researchDistressFamily medicineMedicinePalliative carePsychological distressHealth carePsychologyPsychiatryMental healthSociologyPolitical scienceClinical psychology

Abstract

fetched live from OpenAlex

This paper reports the principle findings of a national, cross-sectional, interview-based study of the experiences of people who cared for a dying family member in the Republic of Moldova. Study data, collected from 102 interviews, covered four broad areas: the experiences of the dying person; family members' own experiences of caring; the practice (or non-practice) of any traditional customs for dying or death; and family carers' views of their own needs in these circumstances. Most carers reported high levels of psychological distress. Dying persons were reported to experience significant and unrelieved suffering. The practice of traditional customs was uneven, and there were significant levels of non-practice. Most respondents expressed a need for greater professional support, respite, specialized equipment and medicines, and home help from health care professionals. The implications of these findings are discussed in terms of potential local developments and international aid.

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)0.001
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation 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 score0.062
Threshold uncertainty score0.375

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
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 head0.235
GPT teacher head0.496
Teacher spread0.261 · 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 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

Citations5
Published2012
Admission routes1
Has abstractyes

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