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Record W3173884406 · doi:10.14740/jcs436

Compressions for Portal Vein Air Embolism Evacuation

2021· article· en· W3173884406 on OpenAlexvenueno aff
Mohammed Elassa, Javier Gómez‐Román, Michael Grinn, Derick Christian

Bibliographic record

VenueJournal of Current Surgery · 2021
Typearticle
Languageen
FieldMedicine
TopicCardiovascular and Diving-Related Complications
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineInsufflationAir embolismAbdomenSurgeryEmbolismPortal veinComplicationVeinGeneral surgery

Abstract

fetched live from OpenAlex

Laparoscopic entry into the abdomen with subsequent insufflation can be achieved via an open or closed approach. A risk that is often overlooked as a result of its rarity is a venous air embolism (VAE) from carbon dioxide (CO 2 ) insufflation. Although both closed and open techniques of entry into the abdomen contribute to an extremely low risk for VAE, when the effects are clinically significant the mortality rate has been reported to be as high as 28%. In this report we present a case of a 64-year-old female who underwent a closed approach for entry into the abdomen for elective hepatic cystectomy, who subsequently went into cardiopulmonary arrest and was found to have imaging findings suggestive of VAE localized to the portal vein. Successful management decisions presented in this case report will serve as possible options for physicians to employ when encountering a similar intraoperative complication. J Curr Surg. 2021;11(2):42-45 doi: https://doi.org/10.14740/jcs436

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)0.000
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.350
Threshold uncertainty score0.277

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0000.000
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 head0.071
GPT teacher head0.351
Teacher spread0.281 · 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 designNot applicable
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
Published2021
Admission routes1
Has abstractyes

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