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Record W4408961271 · doi:10.7759/cureus.81427

Preoperative Chemoradiotherapy for Locally Advanced Rectal Cancer: A Retrospective Analysis

2025· article· en· W4408961271 on OpenAlexaff
Gregory Knight, Muhammad Husein, Bogdan C. Paun, Darin Gopaul

Bibliographic record

VenueCureus · 2025
Typearticle
Languageen
FieldMedicine
TopicColorectal Cancer Surgical Treatments
Canadian institutionsGrand River HospitalWilfrid Laurier University
Fundersnot available
KeywordsMedicineColorectal cancerChemoradiotherapyRetrospective cohort studyGeneral surgeryOncologyCancerInternal medicine

Abstract

fetched live from OpenAlex

Purpose To evaluate the outcomes of patients with locally advanced rectal cancer (LARC) treated with preoperative chemoradiotherapy (CRT) at a community cancer center. Methods A retrospective chart review was conducted for patients with biopsy-proven rectal adenocarcinoma treated with CRT between January 2017 and June 2020. Patients were excluded if there was metastatic disease (stage IV) at presentation, if curative resection was not planned, or if they received additional preoperative chemotherapy. Preoperative radiotherapy was typically 50.4 Gy in 28 fractions with concurrent capecitabine chemotherapy, followed by surgery six to eight weeks later. Postoperative adjuvant FOLFOX chemotherapy was typically recommended in suitable patients. Outcomes measured included surgical margin status, pathological complete response (pCR), local recurrence rate, distant metastases, cancer-specific survival, and overall survival. Results A total of 120 patients underwent preoperative CRT during this period. Seven patients did not undergo subsequent surgical resection. The pCR rate was 14%, and R0 resection (negative margins) was achieved in 93% of cases. The cumulative incidence of local recurrence was 6%, and distant metastases developed in 23% of patients. The most common metastatic sites were the liver and lungs. With a median follow-up of 28 months, Kaplan-Meier analyses demonstrated a 78% cancer-specific survival (CSS) and 75% overall survival (OS). Conclusion Preoperative CRT resulted in a 14% pCR rate, which was associated with high R0 (93%) and low local recurrence rates (6%). Distant metastatic recurrence rate remains a concern (23%).

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)0.000
metaresearch head score (Gemma)0.001
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 score0.003
Threshold uncertainty score0.006

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
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 head0.012
GPT teacher head0.353
Teacher spread0.341 · 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

Citations2
Published2025
Admission routes1
Has abstractyes

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