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Record W4411249961 · doi:10.1016/j.surg.2025.109447

Perioperative risks and risk factors in patients with cirrhosis undergoing abdominal wall hernia repair: A population-level analysis

2025· article· en· W4411249961 on OpenAlexafffund
Sean Bennett, Jennifer A. Flemming, Maya Djerboua, Vanessa Wiseman, J. A. M. Moore, Péter Szász, Sulaiman Nanji

Bibliographic record

VenueSurgery · 2025
Typearticle
Languageen
FieldMedicine
TopicHernia repair and management
Canadian institutionsKingston Health Sciences CentreKingston General HospitalQueen's University
FundersInstitut canadien d'information sur la santéSoutheastern Ontario Academic Medical OrganizationOntario Ministry of Health and Long-Term CareInstitute for Clinical Evaluative Sciences
KeywordsMedicinePerioperativeCirrhosisHerniaHernia repairPopulationSurgeryGeneral surgeryIntensive care medicineInternal medicineEnvironmental health

Abstract

fetched live from OpenAlex

BACKGROUND: Abdominal wall hernias are common in patients with cirrhosis and associated with increased perioperative risk. Our objective was to describe the perioperative outcomes and risk factors in a contemporary population of patients with cirrhosis undergoing hernia repair. METHODS: A retrospective, population study on adult patients with cirrhosis undergoing abdominal wall hernia surgery in Ontario between 2009 and 2018. Outcomes included 90-day mortality, postoperative liver decompensation events, complications, and blood transfusions. Adjusted relative risks were estimated from Poisson regression models for mortality and postoperative liver decompensation events. RESULTS: We identified 6,040 adults with cirrhosis who underwent hernia repair (inguinal, n = 2,494; umbilical, n = 1,199; ventral/incisional, n = 1,893; incarcerated, n = 454). Median age was 61 years, 76% were male, and 79% underwent elective operation. Overall mortality was 4% (15.5% for emergency repair, 1.1% for elective). Factors associated with 90-day mortality were age, hepatitis C or alcohol-associated cirrhosis, Charlson Comorbidity Index, emergent operation, Model for End-Stage Liver Disease-Sodium, and noninguinal hernia. In those undergoing elective surgery, factors associated with mortality included age, Charlson Comorbidity Index, hepatitis C, ventral/incisional hernia, and Model for End-Stage Liver Disease-Sodium. Factors associated with increased risk of 90-day postoperative liver decompensation events included a history of previous liver decompensation and Model for End-Stage Liver Disease-Sodium score. Complications occurred in 12.5% (23.8% emergency, 9.5% elective); surgical-site infection (15.0% and 4.8%), venous thromboembolism (2.4% and 0.7%), and blood product transfusion (42.4% and 4.7%). CONCLUSION: Emergency hernia repair in patients with cirrhosis is associated with increased complications, including an 8-fold increased risk of mortality, compared to elective surgery. These data support elective hernia repair in most patients with cirrhosis, taking into consideration age, other comorbidities, cirrhosis etiology and severity.

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 score0.004
Threshold uncertainty score0.008

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.002
Bibliometrics0.0010.002
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.025
GPT teacher head0.271
Teacher spread0.246 · 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

Citations2
Published2025
Admission routes2
Has abstractno

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