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Record W1488484453 · doi:10.1300/j083v46n01_03

Understanding the Experience of Moving a Loved One to a Long-Term Care Facility

2005· article· en· W1488484453 on OpenAlexaffabout
G. Reuss, Sherry L. Dupuis, Kyle Whitfield

Bibliographic record

VenueJournal of Gerontological Social Work · 2005
Typearticle
Languageen
FieldHealth Professions
TopicGeriatric Care and Nursing Homes
Canadian institutionsUniversity of Waterloo
Fundersnot available
KeywordsLong-term careTerm (time)Process (computing)PerceptionPsychologyNursingControl (management)Public relationsMedicinePolitical scienceComputer science

Abstract

fetched live from OpenAlex

This project was designed to develop an understanding of family members' experiences of moving a loved one to a long-term care facility and to identify ways in which facilities might help ease this process. Twenty-one semi-structured interviews were conducted with family members who had recently moved a relative into one of three long-term care facilities in Southern Ontario, Canada. Several factors appeared to contribute to the overall experience of the move to long-term care and either served to impede or facilitate a positive transition for families. These factors included: the experience during the waiting process, preparation for the move, ease of the actual move, control over decisions, communication throughout the process, support from others, and family and resident perceptions and attitudes towards the move. Easing the difficult aspects of moving a loved one to a long-term care setting can be facilitated with better preparation and support from facilities and community services.

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)0.000
Version: codex-gemma-dda1882f352aValidation 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: Empirical
Teacher disagreement score0.462
Threshold uncertainty score0.705

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.214
GPT teacher head0.425
Teacher spread0.210 · 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 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".

Quick stats

Citations51
Published2005
Admission routes2
Has abstractyes

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