MétaCan
Menu
Back to cohort
Record W2064814744 · doi:10.1002/cncr.25344

Effect of radiotherapy boost and hypofractionation on outcomes in ductal carcinoma in situ

2010· article· en· W2064814744 on OpenAlexaff
Elaine S. Wai, Mary Lesperance, Cheryl Alexander, Pauline T. Truong, Matthew Culp, P Moccia, Jennifer Lindquist, Ivo A. Olivotto

Bibliographic record

VenueCancer · 2010
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicBreast Cancer Treatment Studies
Canadian institutionsUniversity of VictoriaMemorial University of NewfoundlandUniversity of British ColumbiaBC Cancer Agency
Fundersnot available
KeywordsMedicineDuctal carcinomaBreast cancerProportional hazards modelCohortInternal medicineBreast-conserving surgeryOncologyPopulationRadiation therapyUrologyAdjuvantMastectomyDose fractionationLog-rank testCancer

Abstract

fetched live from OpenAlex

BACKGROUND: Boost radiotherapy (RT) improves outcomes for patients with invasive breast cancer, but whether this is applicable to patients with pure ductal carcinoma in situ (DCIS) is unclear. This study examined outcomes from whole breast RT, with or without a boost, and the impact of different dose-fractionation schedules in a population-based cohort of women with pure DCIS treated with breast-conserving surgery (BCS). METHODS: Data was analyzed for 957 subjects diagnosed between 1985 and 1999. RT use was analyzed over time. Ten-year Kaplan-Meier local control (LC), breast cancer specific survival (BCSS), and overall survival (OS) were compared using the log-rank test. Cox regression modeling of LC was performed. RESULTS: Median follow-up was 9.3 years. Of the patient cohort 475 (50%) had no RT (NoRT) after BCS, 338 (35%) had RT without a partial breast boost (RTNoB), and 144 (15%) had RT with boost (RT + B). Subjects with risk factors of local recurrence were more likely to receive RT. Subjects receiving adjuvant RT had a trend toward improved LC (15-year LC: NoRT 87%; RTNoB 94%; RT + B 91%; P = .065). Multivariable analysis showed that RT with or without a boost was significantly associated with improved LC (HR, 0.29 and 0.38, respectively, compared with NoRT, P = .025), with no difference associated with a boost or different dose-fractionation schedules. CONCLUSIONS: Adjuvant RT improves local control in patients with DCIS treated with BCS. Hypofractionation is as effective as standard fractionation schedules. Boost RT was not associated with improved LC compared with whole breast RT alone. Cancer 2011. © 2010 American Cancer Society.

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 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)0.000
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 score0.073
Threshold uncertainty score0.229

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
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 head0.004
GPT teacher head0.280
Teacher spread0.276 · 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 teacher head, 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

Citations46
Published2010
Admission routes1
Has abstractyes

Explore more

Same venueCancerSame topicBreast Cancer Treatment StudiesFrench-language works237,207