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Record W4403470773 · doi:10.1097/sla.0000000000006567

Vascular Resection for Pancreas Cancer

2024· article· en· W4403470773 on OpenAlexaff
David Henault, Holden Kunde, Cody Zatzman, Daniela Bevacqua, Danielle Arshinoff, Sean P. Cleary, Laura A. Dawson, Elena Elimova, Robert C. Grant, Ali Hosni, Raymond Jang, Jennifer J. Knox, Aruz Mesci, Malcolm Moore, Carol‐Anne Moulton, Trevor Reichman, Chaya Shwaartz, Erica S. Tsang, Ian D. McGilvray, Steven Gallinger

Bibliographic record

VenueAnnals of Surgery · 2024
Typearticle
Languageen
FieldMedicine
TopicPancreatic and Hepatic Oncology Research
Canadian institutionsUniversity Health Network
Fundersnot available
KeywordsMedicinePancreaticoduodenectomyPerioperativePancreatectomyAdenocarcinomaSingle CenterPerineural invasionPancreasPathologicalInternal medicinePancreatic ductal adenocarcinomaRetrospective cohort studyGastroenterologyPancreatic cancerSurgeryCancer

Abstract

fetched live from OpenAlex

OBJECTIVE BACKGROUND: Combined pancreatic and vascular resections are increasingly performed for pancreatic ductal adenocarcinoma (PDAC). We evaluated the outcomes after pancreatectomy with nonvascular resection (NVR), venous resection (VR), and arterial resection (AR). METHODS: Retrospective review (2011-2023) of 715 patients with PDAC treated with curative-intent surgery. Associations among clinicopathological data, perioperative therapy, time to recurrence (TTR), and overall survival (OS) were evaluated. RESULTS: Initial staging revealed 533 resectable, 98 borderline, and 84 locally advanced PDAC cases. Pancreaticoduodenectomy was the most common procedure (n = 467). NVR was performed in 351 (58.2%) patients, VR in 181 (30.0%), and AR in 70 (11.8%). The median TTR and OS did not significantly differ according to the initial staging or type of pancreas resection. Median TTR and OS were significantly shorter for VR (14.5 and 22.7 months) compared with NVR (18.6 and 30.5 months, P < 0.001) and AR (20.6 and 30.9 months, P = 0.004 and P = 0.017). Chemotherapy or chemoradiation significantly prolonged TTR (20.1 vs 10.2 months, P < 0.001 and 25.3 vs 16.4 months, P < 0.001) and OS (31.5 vs 17.2 months, P < 0.001 and 35.5 vs 27.5 months, P = 0.030). AR was associated with higher 90-day mortality rates. In the multivariable analysis, vascular resection was not associated with OS. Perioperative therapy, pathologic N0 status, and absence of perineural invasion were the key predictors of longer TTR and OS. CONCLUSIONS: Pancreatectomy with AR was not associated with worse oncological outcomes when controlling for perioperative therapy. However, AR was associated with higher 90-day mortality rates. Patient selection is crucial when performing AR in patients with PDAC.

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 score0.004
Threshold uncertainty score0.013

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0040.001

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 head0.387
GPT teacher head0.477
Teacher spread0.090 · 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

Citations10
Published2024
Admission routes1
Has abstractyes

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