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Record W2317593308 · doi:10.1007/dcr.0b013e318215a1cb

Favorable Pathologic and Long-Term Outcomes From the Conventional Approach to Abdominoperineal Resection

2011· article· en· W2317593308 on OpenAlexaffabout
David Messenger, Zane Cohen, Richard Kirsch, Brenda I. O’Connor, J. Charles Victor, Harden Huang, Robin S. McLeod

Bibliographic record

VenueDiseases of the Colon & Rectum · 2011
Typearticle
Languageen
FieldMedicine
TopicColorectal Cancer Surgical Treatments
Canadian institutionsUniversity of TorontoInstitute for Clinical Evaluative SciencesMount Sinai Hospital
Fundersnot available
KeywordsMedicineAbdominoperineal resectionMargin (machine learning)Resection marginSurgical oncologyRectumRetrospective cohort studySurgeryColorectal surgeryAdenocarcinomaProportional hazards modelSurvival rateColorectal cancerRadiologyInternal medicineResectionCancerAbdominal surgery

Abstract

fetched live from OpenAlex

BACKGROUND: Suboptimal oncologic outcomes from abdominoperineal resection have been related to high rates of circumferential margin involvement. The extralevator approach has gained popularity as a means of reducing circumferential margin involvement, but it remains unknown whether comparable outcomes are achievable with a conventional approach to abdominoperineal resection. OBJECTIVE: This study aimed to determine the rate of circumferential margin involvement, to identify factors predictive for a positive circumferential margin, and to relate these findings to long-term outcomes. DESIGN: This is a retrospective analysis of a prospective clinical database. SETTINGS: This study was conducted at a single center, Mount Sinai Hospital, Toronto. PATIENTS: Patients were included who underwent abdominoperineal resection for low rectal adenocarcinoma between 1997 and 2006. MAIN OUTCOME MEASURES: The main outcome measures included the rate of circumferential margin involvement, local recurrence, and disease-free survival. RESULTS: A total of 115 patients underwent abdominoperineal resection for primary adenocarcinoma of the rectum. A positive circumferential margin was demonstrated in 18 patients (15.7%). Intraoperative perforations occurred in 7 patients (6.1%). Tumors located anteriorly had a higher rate of circumferential margin involvement (31.6%) compared with lateral (13%), posterior (10%), and circumferential tumors (0%) (P = .024). This finding was reflected by a reduced median distance to the circumferential margin in anterior tumors. Curative resections (n = 108) were followed up for a median of 55.5 months. The 5-year local recurrence rate was 10.6% and the 5-year disease-free survival was 67.4%. Cox regression analysis revealed that circumferential margin involvement was an independent predictor for local recurrence; and T-category, N-category, and circumferential margin involvement for disease-free survival. LIMITATIONS: This study was limited by its sample size and the number of outcome events. CONCLUSIONS: The conventional approach to abdominoperineal resection can produce oncologic outcomes comparable to the extralevator approach. However, the rate of circumferential margin involvement is higher than in restorative procedures and may be related to difficulties in obtaining adequate clearance in anterior tumors.

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)0.003
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
Metaresearch0.0010.003
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)0.0010.000

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 head0.068
GPT teacher head0.293
Teacher spread0.224 · 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

Citations33
Published2011
Admission routes2
Has abstractyes

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