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Record W2078570470 · doi:10.1097/prs.0000000000000292

Postmastectomy Radiation Therapy after Immediate Two-Stage Tissue Expander/Implant Breast Reconstruction

2014· article· en· W2078570470 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenuePlastic & Reconstructive Surgery · 2014
Typearticle
Languageen
FieldMedicine
TopicBreast Implant and Reconstruction
Canadian institutionsUniversity of British ColumbiaBC Cancer Agency
Fundersnot available
KeywordsMedicineCapsular contractureImplantBreast reconstructionRadiation therapySurgeryMastectomyTissue expanderStage (stratigraphy)Breast cancerCancerInternal medicine

Abstract

fetched live from OpenAlex

BACKGROUND: An increasing number of women who undergo immediate two-stage tissue expander/implant breast reconstruction will require postmastectomy radiation therapy. An important variable is the timing of radiotherapy relative to surgery. The authors report their experience treating a large consecutive series of patients who underwent postmastectomy radiation therapy to the tissue expander before exchange for a permanent implant. METHODS: Patients who had their tissue expander irradiated before implant exchange were identified. Complications, capsular contracture, revision surgery, and autologous salvage rates of irradiated patients were compared with a control group of nonirradiated patients. RESULTS: Immediate two-stage tissue expander/implant reconstruction was initiated in 604 patients, with 113 irradiated breasts meeting inclusion criteria. Three hundred thirty-nine nonirradiated breasts constituted the control group. There was a 4.2 increased odds of major complications in the irradiated group, after adjusting for plastic surgeon, age, body mass index, smoking, chemotherapy, and cancerous breast (OR, 4.2; p=0.001). The grade III and IV capsular contracture rate was significantly higher in the irradiated group compared with the control group (21.7 percent versus 10 percent; p<0.008). The revision rate in the control group was higher compared with the irradiated group (30.2 percent versus 20.9 percent; p<0.001). CONCLUSIONS: Postmastectomy irradiation to the tissue expander is associated with high complications; however, these patients have an acceptable capsular contracture rate that compares favorably with other implant-based radiotherapy algorithms. Revision rates were less than expected in irradiated breasts. This study suggests that immediate tissue expander/implant reconstruction is a reasonable surgical option in the setting of postmastectomy 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.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Other design · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.837
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.001
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 head0.012
GPT teacher head0.238
Teacher spread0.226 · 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