Quality-of-life outcomes from NRG Oncology NSABP B-39/RTOG 0413: whole-breast irradiation vs accelerated partial-breast irradiation after breast-conserving surgery
Bibliographic record
Abstract
BACKGROUND: NRG Oncology NSABP B-39/RTOG 0413 compared whole-breast irradiation (WBI) to accelerated partial-breast irradiation (APBI). APBI was not equivalent to WBI in local tumor control. Secondary outcome was quality of life (QOL). METHODS: The QOL sub-study used validated self-report questionnaires, including the Breast Cancer Treatment Outcome Scale (BCTOS) and the 36-Item Short Form Health Survey (SF-36) vitality scale. Assessments occurred before random assignment, at treatment completion (chemotherapy or radiotherapy), 4 weeks later, at 6, 12, 24, and 36 months. Primary aims: cosmesis change equivalency (baseline to 3 years; a priori margin of equivalence 0.4 standard deviations) and fatigue change superiority (baseline to end of treatment [EOT]) for APBI vs WBI, by patient groups treated with or without chemotherapy when appropriate. RESULTS: From March 21, 2005 to May 25, 2009, 975 patients enrolled in this sub-study; 950 had follow-up data. APBI had 3-year cosmesis equivalent to WBI (95% CI = -0.0001 to -0.16; equivalence margin -0.22 to -0.22) in all patients. The APBI group without chemotherapy had less EOT fatigue (P = .011; mean score APBI 63 vs WBI 59); the APBI group receiving chemotherapy had worse EOT fatigue (P = .011; APBI 43 vs WBI 49). The APBI group reported less pain (BCTOS) at EOT (WBI 2.29 vs APBI 1.97) but worse pain at 3 years (WBI 1.62 vs APBI 1.71). APBI patients reported greater convenience of care than with WBI and reported less symptom severity at EOT and 4 weeks later. CONCLUSION: Cosmetic outcomes were similar for the APBI and WBI groups, with small statistically significant differences in other outcomes that varied over time. Differences in fatigue and other symptoms appeared to resolve by ≥6 months. APBI may be preferred by some patients, for whom extended treatment is burdensome. CLINICALTRIALS.GOV: NCT00103181.
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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 | 0.004 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.002 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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".