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Surgical resection and peri-operative chemotherapy for colorectal cancer (CRC) liver metastases in routine clinical practice: A population-based outcomes study.

2012· article· en· W2968399040 on OpenAlexaffabout
Christopher M. Booth, Gavin Li, James Biagi, Monika K. Krzyzanowska, William J. Mackillop, Sulaiman Nanji

Bibliographic record

VenueJournal of Clinical Oncology · 2012
Typearticle
Languageen
FieldMedicine
TopicColorectal Cancer Treatments and Studies
Canadian institutionsPrincess Margaret Cancer CentreQueen's University
Fundersnot available
KeywordsMedicineColorectal cancerPerioperativeCancerCancer registryChemotherapyPopulationSurgeryResectionGeneral surgeryInternal medicineOncology

Abstract

fetched live from OpenAlex

3632 Background: Resection of liver metastases combined with peri-operative chemotherapy is an important treatment option for patients with advanced CRC. Most of the literature describes outcomes achieved in highly selected patients treated at a few high volume institutions. Here we report the results of a population-based study of the management and outcome of all patients who underwent resection of CRC liver metastases in Ontario, Canada. Methods: All cases of CRC in Ontario who underwent surgical resection of liver metastases in 1994-2009 were identified using the population-based Ontario Cancer Registry (OCR). The OCR captures diagnostic and demographic information on ~98% of all incident cancer cases in Ontario. We linked electronic records of treatment to the OCR to identify surgery, neoadjuvant (NACT) and adjuvant chemotherapy (ACT). We describe time trends in treatment and survival using 3 study periods: 1994-1999, 2000-2004, 2005-2009. Results: During 1994-2009, 2717 patients underwent resection of CRC liver metastases in Ontario; mean age was 65 years and 61% were male. From 1994-2009 there was a 103% increase in the number of patients undergoing resection of liver metastases (117/year to 237/year) while incident cases of CRC during this time increased by 31% (5285/year to 6956/year). Use of NACT increased over the study period: 94-99, 11% (78/700); 00-04, 15% (124/830); 05-09, 36%; (424/1187), (p<0.001). Use of ACT also increased: 94-99, 38% (263/700); 00-04, 40% (335/830); 05-09, 45% (532/1187), (p=0.006). In 2005-2009 there was substantial variation across geographic regions in use of NACT (range 19% to 46%, p=0.029) and ACT (range 31% to 56%, p=0.015). Five year overall survival during the 3 study periods was 36% (95%CI 32-39%), 40% (95%CI 36-43%), and 47% (95%CI 43-51%) (p<0.001). Conclusions: Resection of CRC liver metastases in routine practice in the general population of Ontario is associated with survival outcomes that are comparable to those reported in case series from leading comprehensive cancer centres. Survival improved over the study period despite a greater proportion of patients with CRC undergoing liver resection.

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)0.002
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 score0.695
Threshold uncertainty score0.613

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.003
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0000.001
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 head0.169
GPT teacher head0.564
Teacher spread0.394 · 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".

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Citations0
Published2012
Admission routes2
Has abstractyes

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