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Record W4412063939 · doi:10.1002/wjs.12690

Axillary Management for Patients Undergoing Total Mastectomy and a Positive Sentinel Lymph Node: Is Axillary Dissection Necessary?

2025· article· en· W4412063939 on OpenAlexaff
Alexander‐Darius Miron, Ericka Iny, Basmah Alhassan, Amina Ferroum, Stephanie M. Wong, Ipshita Prakash, Tarek Hijal, Sarkis Meterissian

Bibliographic record

VenueWorld Journal of Surgery · 2025
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicBreast Cancer Treatment Studies
Canadian institutionsJewish General HospitalMcGill University Health CentreUniversité de MontréalMcGill University
Fundersnot available
KeywordsMedicineAxillary Lymph Node DissectionSentinel lymph nodeBreast cancerSurgeryMastectomyAxillaCancerInternal medicine

Abstract

fetched live from OpenAlex

PURPOSE: We sought to evaluate whether patients with breast cancer who undergo a total mastectomy (TM) can safely forgo a completion axillary lymph node dissection (cALND) in the presence of one to three positive sentinel lymph nodes (SLN+). METHODS: A multicenter retrospective cohort study (2012-2022) was conducted in patients with cT1-3cN0 who underwent TM with 1-3 SLN+ compared by cALND versus. no further surgery. We compared overall survival (OS) and locoregional recurrence rates (LRR) and investigated whether the omission of cALND altered adjuvant treatment. RESULTS: In total, the study included 139 patients with SLN+TM, with a mean tumor size of 19.44 mm (SD:10.64); 76% (n = 105) of these patients underwent SLNB-alone. Patients treated by cALND had a younger mean age than those treated by SLNB-alone (49.5 vs. 56 years and p = 0.016). Patients undergoing cALND were more likely to have macrometastatic disease (97% vs. 65% and p < 0.001) and extranodal extension (47% vs. 29% and p = 0.046). cALND was associated with higher rates of adjuvant chemotherapy (88% vs. 62% and p = 0.004). Postmastectomy radiotherapy (PMRT) was similar between groups (79% vs. 82% and p = 0.68). At a mean follow-up of 5.2 years, there was one chest-wall LRR in the SLNB group, with no axillary recurrences. LRR did not significantly differ with or without cALND (2.9% vs. 1.0% and p = 0.4). Five-year overall survival rates were similar between groups (100% vs. 94% and p = 0.2). CONCLUSION: We found high OS and low LRR among patients undergoing upfront TM with 1-3 SLN+ without cALND. Completion ALND did not decrease receipt of PMRT but was associated with higher rates of adjuvant chemotherapy. Our findings support the omission of cALND after TM for patients with 1-3 SLN+.

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 score0.024
Threshold uncertainty score0.542

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 head0.007
GPT teacher head0.239
Teacher spread0.231 · 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

Citations1
Published2025
Admission routes1
Has abstractyes

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