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Simultaneous resection of colorectal cancer with synchronous liver metastases: A survey-based analysis.

2019· article· en· W2913241831 on OpenAlexaffabout
Christopher Griffiths, Jessica Bogach, Marko Šimunović, Leyo Ruo, Julie Hallet, Pablo Emilio Serrano Aybar

Bibliographic record

VenueJournal of Clinical Oncology · 2019
Typearticle
Languageen
FieldMedicine
TopicHepatocellular Carcinoma Treatment and Prognosis
Canadian institutionsPrincess Margaret Cancer CentreMcMaster University
Fundersnot available
KeywordsMedicineLikert scaleColorectal cancerResectionHepatectomyInternal medicineTest (biology)General surgerySurgeryCancerOncology

Abstract

fetched live from OpenAlex

662 Background: Decision to proceed with simultaneous or staged resection in synchronous colorectal cancer liver metastases (CRLM) varies and is usually left to the individual surgeon. We examined practice intentions and barriers to performing simultaneous resection. Methods: We developed and pilot-tested a tailored questionnaire. Members of the Society of Surgical Oncology and the College of Physicians and Surgeons of Ontario operating colorectal cancer were surveyed electronically. Four clinical scenarios of synchronous CRLM determined practice intentions for varying degrees of complexity. Perceived barriers were assessed on a 7-point Likert scale. We compared general and hepatobiliary surgeons’ responses with Mann-Whitney U test for continuous variables and Chi-square test for categorical variables. Results: There were 184/1,335 surgeons (14% response rate), including 50 general and 134 hepatobiliary surgeons. Both were supportive of simultaneous resection, though hepatobiliary surgeons were more so; for minor liver and low complexity colorectal resections (Likert ≥5-7: 83% vs. 98% p<0.001), or for complex colorectal resections (57% vs. 73% p=0.042). Both groups were less supportive of simultaneous resection for complex liver with low complexity (Likert ≥5-7: 26% vs. 24% respectively, p=0.858) or high complexity colorectal resections (11% vs. 7.0% respectively, p=0.436). All perceived that simultaneous resection increases post-operative morbidity (63%), but not mortality (69%). Among hepatobiliary surgeons, the most common barriers for simultaneous resections were comorbidities and extrahepatic disease, whereas general surgeons were more concerned about transfer to another facility. Conclusions: While general and hepatobiliary surgeons are supportive of simultaneous resection, especially for less complex liver resections; support is significantly lower among general surgeons. In addition to complexity of procedures and perceived morbidity, the need for transfer of care appears as a barrier to simultaneous resections. The practice intentions and barriers described are important to identify knowledge gaps, guide future trials, and establish disease care pathways.

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)0.004
metaresearch head score (Gemma)0.007
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 score0.009
Threshold uncertainty score0.020

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.007
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0020.004
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0020.001

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 head0.129
GPT teacher head0.409
Teacher spread0.280 · 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

Citations0
Published2019
Admission routes2
Has abstractyes

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