MétaCan
Menu
Back to cohort
Record W2588602181 · doi:10.1097/prs.0000000000003331

Should Immediate Autologous Breast Reconstruction Be Considered in Women Who Require Postmastectomy Radiation Therapy? A Prospective Analysis of Outcomes

2017· article· en· W2588602181 on OpenAlexaff
Jessica I. Billig, Reshma Jagsi, Ji Qi, Jennifer B. Hamill, Hyungjin Myra Kim, Andrea L. Pusic, Edward W. Buchel, Edwin G. Wilkins, Adeyiza O. Momoh

Bibliographic record

VenuePlastic & Reconstructive Surgery · 2017
Typearticle
Languageen
FieldMedicine
TopicBreast Implant and Reconstruction
Canadian institutionsUniversity of ManitobaResearch Manitoba
FundersNational Cancer Institute
KeywordsMedicineBreast reconstructionMastectomyRadiation therapySurgeryProspective cohort studyPatient satisfactionQuality of life (healthcare)Breast cancerPsychosocialComplicationCancerInternal medicine

Abstract

fetched live from OpenAlex

BACKGROUND: In women who require postmastectomy radiation therapy, immediate autologous breast reconstruction is often discouraged. The authors prospectively evaluated postoperative morbidity and satisfaction reported by women undergoing delayed or immediate autologous breast reconstruction in the setting of postmastectomy radiation therapy. METHODS: Patients enrolled in the Mastectomy Reconstruction Outcomes Consortium study, who received postmastectomy radiotherapy and underwent immediate or delayed free abdominally based autologous breast reconstruction, were identified. Postoperative complications at 1 and 2 years after reconstruction were assessed. Patient-reported outcomes were evaluated using the BREAST-Q questionnaire preoperatively and at 1 and 2 years postoperatively. Bivariate analyses and mixed-effects regression models were used to compare outcomes. RESULTS: A total of 175 patients met the authors' inclusion criteria. Immediate reconstructions were performed in 108 patients and delayed reconstructions in 67 patients; 93.5 percent of immediate reconstructions were performed at a single center. Overall complication rates were similar based on reconstructive timing (25.9 percent immediate and 26.9 percent delayed at 1 year; p = 0.54). Patients with delayed reconstruction reported significantly lower prereconstruction scores (p < 0.0001) for Satisfaction with Breasts and Psychosocial and Sexual Well-being than did patients with immediate reconstruction. At 1 and 2 years postoperatively, both groups reported comparable levels of satisfaction in assessed BREAST-Q domains. CONCLUSIONS: From this prospective cohort, immediate autologous breast reconstruction in the setting of postmastectomy radiation therapy appears to be a safe option that may be considered in select patients and centers. Breast aesthetics and quality of life, evaluated from the patient's perspective, were not compromised by flap exposure to radiation therapy. CLINICAL QUESTION/LEVEL OF EVIDENCE: Therapeutic, III.

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 machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.001
Threshold uncertainty score0.005

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.031
GPT teacher head0.279
Teacher spread0.248 · 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 source (direct Gemma or distilled Codex), 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

Citations103
Published2017
Admission routes1
Has abstractyes

Explore more

Same venuePlastic & Reconstructive SurgerySame topicBreast Implant and ReconstructionFrench-language works237,207