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Record W2599334821 · doi:10.1002/cncr.30691

Management of stage <scp>III</scp> colon cancer in the elderly: Practice patterns and outcomes in the general population

2017· article· en· W2599334821 on OpenAlexafffundabout
Shaila J. Merchant, Sulaiman Nanji, Kelly Brennan, Safiya Karim, Sunil V. Patel, James Biagi, Christopher M. Booth

Bibliographic record

VenueCancer · 2017
Typearticle
Languageen
FieldMedicine
TopicColorectal Cancer Surgical Treatments
Canadian institutionsQueen's University
FundersCanadian Institutes of Health ResearchCanada Foundation for Innovation
KeywordsMedicineStage (stratigraphy)Colorectal cancerCancerPopulationOncologyGerontologyInternal medicineGeneral surgeryEnvironmental health

Abstract

fetched live from OpenAlex

BACKGROUND: Clinical trials have established surgical resection and adjuvant chemotherapy (ACT) as the standard management for stage III colon cancer; however, the extent to which these results apply to elderly patients in routine practice is unclear. This article describes the management and outcomes of elderly patients with stage III colon cancer. METHODS: All cases of surgically resected colon cancer from 2002 to 2008 were identified with the population-based Ontario Cancer Registry. Pathology reports were obtained for a random sample (25% of all cases); those with stage III disease constituted the study population. The utilization of ACT, cancer-specific survival (CSS), and overall survival (OS) in elderly patients (≥70 years) and nonelderly patients (<70 years) were compared. RESULTS: The study population included 2920 patients, and 1521 (52%) were elderly. The 30- and 90-day mortality rates increased with advanced age: <70 years, 2% and 5%; 70 to 74 years, 3% and 7%; 75 to 79 years, 5% and 8%, and ≥80 years, 9% and 16% (P < .001). ACT was delivered to 48% of elderly patients and to 81% of younger patients (P < .001). Factors independently associated with ACT utilization among the elderly were a younger age (P < .001), male sex (P = .041), and no comorbidities (P = .001). Among elderly patients, ACT was associated with improved CSS (hazard ratio [HR], 0.73; 95% confidence interval [CI], 0.60-0.88) and OS (HR, 0.71; 95% CI, 0.60-0.83); however, the magnitude of the benefit was smaller for elderly patients than younger patients (HR for CSS, 0.53; 95% CI, 0.42-0.67; HR for OS 0.56; 95% CI, 0.45-0.69). CONCLUSIONS: Half of elderly patients with stage III colon cancer do not receive ACT. Although the effect size is smaller than that in younger patients, ACT is associated with improved long-term survival. Cancer 2017;123:2840-49. © 2017 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 score0.034
Threshold uncertainty score0.989

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 head0.039
GPT teacher head0.385
Teacher spread0.346 · 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

Citations40
Published2017
Admission routes3
Has abstractyes

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