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Record W1532389524 · doi:10.22122/cdj.v1i2.42

Quality of life among Iranian postmenopausal women participating in a health educational program

2013· article· en· W1532389524 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueDOAJ (DOAJ: Directory of Open Access Journals) · 2013
Typearticle
Languageen
FieldHealth Professions
TopicHealth and Wellbeing Research
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineQuality of life (healthcare)MenopauseGerontologyPostmenopausal womenIntervention (counseling)DemographyNursing

Abstract

fetched live from OpenAlex

BACKGROUND: Quality of life (QOL) in postmenopausal period has taken much attention especially in recent years, since almost one third of woman are living in postmenopausal age. The aim of this study was to determine the effect of health educational program among Iranian postmenopausal women. METHODS: This quasi-experimental study was conducted in Sanandaj (Kurdistan, Iran). Forty menopausal women were recruited for the study. Data were collected using the Persian version of menopause-specific quality of life questionnaire (MENQOL) at the University of Toronto, Canada. After an initial evaluation and estimation of educational needs, educational intervention was performed weekly, for three consecutive weeks; each section lasted 45-60 minutes. The inclusive criteria were age of 45 years or older, married, residing in Sanandaj, having normal pressure and not using any types of alternative hormone therapy 6 months prior to the study. RESULTS: Mean age was 45.5 ± 2.5 years. Results showed that the mean score of QOL scale positively was affected by the health educational program. CONCLUSION: This study showed that an appropriate training to menopausal women can improve their QOL and promote their health.

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.

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)0.012
metaresearch head score (Gemma)0.005
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.061
Threshold uncertainty score0.992

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0120.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0000.002
Open science0.0020.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0330.000

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 head0.479
GPT teacher head0.703
Teacher spread0.224 · 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