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Record W4416766632 · doi:10.14740/jmc4291

Atypical Presentation of Gangrenous Cholecystitis in a Patient With Diabetes Mellitus

2025· article· en· W4416766632 on OpenAlexvenueno aff
Maryam Ahmad, Alexandra Nguyen, Aldin Malkoc, Amanda Daoud, Amira Barmanwalla, Brandon Woodward

Bibliographic record

VenueJournal of Medical Cases · 2025
Typearticle
Languageen
FieldMedicine
TopicGallbladder and Bile Duct Disorders
Canadian institutionsnot available
Fundersnot available
KeywordsLeukocytosisDiabetes mellitusComplicationAbdominal painKetoacidosisCholecystitisDiabetic ketoacidosisGallbladderQuadrant (abdomen)

Abstract

fetched live from OpenAlex

Gangrenous cholecystitis (GC) represents a severe complication of acute cholecystitis, characterized by full-thickness necrosis of the gallbladder wall. This condition arises from persistent cystic duct obstruction, causing local ischemia and inflammation. Its incidence ranges from 2% to 29.6% of acute cholecystitis cases and is associated with risk factors including male gender, age over 50, history of cardiovascular disease, diabetes mellitus (DM), and leukocytosis greater than 17,000 white blood cells/mL. GC carries significant morbidity and mortality, with increased operative complications compared to non-gangrenous acute cholecystitis. Early diagnosis and intervention are crucial to the prevention of disease progression and complications. Diagnosing GC preoperatively is challenging, particularly in diabetic patients who may lack typical symptoms such as right upper quadrant pain due to diabetic autonomic neuropathy. These patients often present with non-specific findings, increasing the difficulty of early diagnosis. This report presents a 56-year-old man with uncontrolled DM initially diagnosed with diabetic ketoacidosis (DKA), later found to have GC despite non-elevated liver function tests, absence of leukocytosis, and no reported history of postprandial or right upper quadrant pain. Despite imaging findings suggestive of acute cholecystitis, the absence of right upper quadrant pain and leukocytosis lowered clinical suspicion, leading to delayed diagnosis and intervention. Ultimately, intraoperative findings confirmed GC, and the patient underwent a successful laparoscopic cholecystectomy. This case highlights the complexities of diagnosing GC in diabetic patients and suggests that underlying microvascular disease and autonomic neuropathy contribute to atypical presentations. Clinicians should consider GC in diabetic patients with non-specific abdominal symptoms and maintain a low threshold for surgical intervention. Further studies are needed to elucidate the pathophysiology and clinical presentation of GC in diabetic patients and to optimize diagnostic and management strategies.

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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.324
Threshold uncertainty score0.231

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
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 head0.011
GPT teacher head0.284
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

Citations0
Published2025
Admission routes1
Has abstractyes

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