Quality of life in women with breast cancer under radiotherapy
Bibliographic record
Abstract
Objective: To evaluate the quality of life (QOL) of patients with breast cancer undergoing radiotherapy treatment. Methods: The current study is a descriptive quantitative approach that seeks to identify the QOL of breast cancer patients during their radiotherapy treatment. A convenience sample of 30 women undergoing radiotherapy for breast cancer completed the EORTC QLQC30 questionnaire on Day 1 and Day 28. Results: Results showed significant differences in QOL between the two sessions. Decreases in overall health (88.33 to 61.67) and functional health (76.45 to 67.77) were noted in parallel to an increase in the scale of symptoms (13.85 for 24.62). Conclusions: The radiotherapeutic treatment impacts the QOL of patients with breast cancer. It is crucial for the nursing team to work together with a multi-professional team to adequately manage the treatment of these patients adequately.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".