MétaCan
Menu
Back to cohort
Record W2053485448 · doi:10.5539/gjhs.v3n2p140

Health Related Quality of Life among Breast Cancer Patients: a Study from Turkey

2011· article· en· W2053485448 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.

venuePublished in a venue whose home country is Canada.
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

VenueGlobal Journal of Health Science · 2011
Typearticle
Languageen
FieldComputer Science
TopicAdvanced Statistical Modeling Techniques
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineBreast cancerQuality of life (healthcare)TurkishCancerPhysical therapyOutpatient clinicFamily medicineGynecologyInternal medicineNursing

Abstract

fetched live from OpenAlex

The purpose of this study was to assess the quality of life of 123 newly diagnosed breast cancer patients who had been followed up after the initial treatment by the outpatient clinic for breast surgery of a university hospital. The Turkish version of QLQ-C30 (Quality of Life Questionnaire-Cancer 30) and QLQ-BR23 (Quality of Life Questionnaire- Breast Cancer 23) were used to measure the quality of life. The mean score for global heath status/ QOL was 64.43. Patients with localized cancer had higher scores. Those in the advanced stages of breast cancer had lower physical, social and sexual functioning than those in the early stages. Patients who were currently receiving chemotherapy had lower global health/QOL, significantly different from those receiving only hormone therapy. Breast cancer patients experience problems in multiple quality of life domains. Health professionals must recognize and take into consideration the importance of QOL, in order to improve the health of breast cancer patients.

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)0.004
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: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.245
Threshold uncertainty score0.983

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0020.000
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 head0.066
GPT teacher head0.389
Teacher spread0.323 · 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