MétaCan
Menu
Back to cohort
Record W4308151100 · doi:10.1016/j.jvscit.2022.10.013

Open surgical repair of giant hepatic artery aneurysm

2022· article· en· W4308151100 on OpenAlexaff
Maged Metias, Eva Liu, Michael Troncone, Mohammed Alsulaimani, David Szalay

Bibliographic record

VenueJournal of Vascular Surgery Cases and Innovative Techniques · 2022
Typearticle
Languageen
FieldMedicine
TopicAbdominal vascular conditions and treatments
Canadian institutionsMcMaster University
Fundersnot available
KeywordsMedicineAnastomosisAneurysmSurgeryArteryGastroduodenal arteryRadiology

Abstract

fetched live from OpenAlex

Hepatic artery aneurysms (HAAs) are visceral artery aneurysms with a significant risk of mortality upon rupture. HAAs can be treated with open or endovascular repair. The choice of treatment modality depends on aneurysm anatomy, adequacy of visceral collaterals, and overall health status of the patient. This case report describes the successful repair of a giant 14.9-cm HAA through open aneurysm resection and end-to-end anastomosis of the distal common hepatic artery to the gastroduodenal artery. The patient recovered postoperatively with no complications and normal liver function. This case report also reviews other giant HAAs that have been reported in literature.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation 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 score0.135
Threshold uncertainty score0.471

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
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)0.0000.000

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 head0.031
GPT teacher head0.305
Teacher spread0.273 · 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 teacher head, 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

Citations5
Published2022
Admission routes1
Has abstractyes

Explore more

Same venueJournal of Vascular Surgery Cases and Innovative TechniquesSame topicAbdominal vascular conditions and treatmentsFrench-language works237,207