MétaCan
Menu
Back to cohort
Record W11813339

Gestión del Conocimiento en empresas con programas de mejora continuada y/o certificadas: constancia empírica en Cantabria

2003· article· en· W11813339 on OpenAlexaboutno aff
Antonio Martín Hernández

Bibliographic record

VenueForum calidad · 2003
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicQuality and Supply Management
Canadian institutionsnot available
Fundersnot available
KeywordsPolitical scienceHumanitiesPhilosophy
DOInot available

Abstract

fetched live from OpenAlex

This study examined activities related to the provision of psychosocial care by counsellors in the hospice/palliative care setting. A qualitative design using written reports was used in an urban Canadian hospice/palliative care program. A convenient sample of 13 counsellors indicated the activities they typically performed in their work with patients and families. Thematic analysis of the activities directly related to patient and family care was performed and then validated by presenting these activities back to the counsellors in a group setting. Seven themes resulted: 1) companioning; 2) psychosocial assessment, planning, and evaluation; 3) counselling interventions; 4) facilitation and advocacy; 5) patient and family education; 6) consultation and reporting; and 7) team support. These thematic findings confirmed those of previous studies and also highlighted two additional findings. Team support was seen as an activity that directly affected client care, and there was a strong emphasis on the activity of companioning the dying and their families. Also discussed are implications of these results, as well as suggestions for further research.

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)0.024
metaresearch head score (Gemma)0.068
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.458
Threshold uncertainty score0.911

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0240.068
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.002
Science and technology studies0.0040.005
Scholarly communication0.0040.002
Open science0.0030.004
Research integrity0.0010.002
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 head0.016
GPT teacher head0.245
Teacher spread0.229 · 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 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

Citations0
Published2003
Admission routes1
Has abstractyes

Explore more

Same venueForum calidadSame topicQuality and Supply ManagementFrench-language works237,207