Evidence map›Paper›PMID 42907712›Full record

ArticleAnnals of surgical oncology2026

Choosing Wisely in Rural America: Surgical Management of the Axilla in Elderly Patients with Clinically Node-negative, Hormone Receptor-positive Invasive Breast Cancer.

Kristina Fraser, Ashley Wilbers, Jared Reyes, Stephen D Helmer, Patty L Tenofsky

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Article in Annals of surgical oncology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Kristina FraserDepartment of Surgery, University of Kansas School of Medicine-Wichita, Wichita, KS, USA.
Ashley WilbersDepartment of Surgery, University of Kansas School of Medicine-Wichita, Wichita, KS, USA.
Jared ReyesDepartment of Surgery, University of Kansas School of Medicine-Wichita, Wichita, KS, USA.
Stephen D HelmerDepartment of Surgery, University of Kansas School of Medicine-Wichita, Wichita, KS, USA.
Patty L TenofskyDepartment of Surgery, University of Kansas School of Medicine-Wichita, Wichita, KS, USA. ptenofsky@kumc.edu.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundIn 2016, the Choosing Wisely campaign published recommendations for patients older than 70 years with cT1-2N0 hormone receptor-positive (HR+)/human epidermal growth factor receptor 2-negative (HER2-) breast cancer, which stated that surgeons should avoid routine sentinel lymph node biopsy (SLNB) because it did not result in improved survival. The goal of this study was to determine whether rurality of the patient influenced the decision to adhere to this recommendation.

methodsThis retrospective cohort study used the National Cancer Database Participant User Data File (PUF) to collect information from women older than 70 years with cT1-2N0, HR+/HER2- invasive breast cancer and compare demographic characteristics, tumor biology, and treatment (surgical management, radiotherapy [RT], and systemic therapy) of these women across the rural-urban continuum. A random forest model was used to determine what factors were associated with the likelihood of such women receiving SLNB.

resultsThe study included 1,802,124 women. Rural patients had significantly longer travel distances to treatment (P < 0.001) and were more likely to be treated at a community facility (P < 0.001), to undergo SLNB (P < 0.001), and to undergo both simple and modified radical mastectomy (P < 0.001) than their metropolitan counterparts. A random forest model indicated that the most important factors for predicting the probability of SLNB were age, T2 tumors, year of diagnosis, and facility type.

conclusionsThe study demonstrated that rurality may have an impact on compliance with recommendations, but this association may be mediated by underlying factors associated with rural care.

Indexed as

Breast cancerBreast surgeryChoosing wiselyRural surgerySentinel lymph node

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.