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INTERMITTENT OBSTRUCTIVE JAUNDICE DUE TO A DUODENAL DIVERTICULUM: LEMMEL’S SYNDROME INITIALLY MISSED ON CT BUT LATER EVINCED WITH MAGNETIC RESONANCE CHOLANGIOGRAPHY AND ENDOSCOPY

2022· article· en· W4285302172 on OpenAlexaff
Leslie-Mariso Gonzalez-Hermosillo, Jose-Gustavo Reyes-Rodriguez, Gustavo Reyes-Rodriguez, Fatima Palacio-Lopez, Maria-del-Carmen Garcia-Blanco, Gerardo Blanco‐Velasco, Enrique Rojas-Herrera, Ernesto Roldán-Valadéz

Bibliographic record

VenueRussian Electronic Journal of Radiology · 2022
Typearticle
Languageen
FieldMedicine
TopicGastrointestinal disorders and treatments
Canadian institutionsCanadian Steel Producers Association
Fundersnot available
KeywordsMedicineJaundiceCholangiographyAcute pancreatitisDuodenumAbdominal painMagnetic resonance imagingEndoscopyAsymptomaticGastroenterologyRadiologyEtiologySurgeryInternal medicine

Abstract

fetched live from OpenAlex

ue to a mechanical obstruction of the common bile duct, Lemmel's syndrome arises when a duodenal diverticulum induces obstructive jaundice. Intermittent obstructive jaundice is a rare conditionreported in 2-7% of patients undergoing studies. Although the majority of the diverticula are asymptomatic when the symptoms are present, they usually consist of jaundice, abdominal pain, or acute cholangitis; these symptoms can be intermittent. The imaging methods in diagnosing Lemmel's syndrome are crucial; the CT scan and magnetic resonance cholangiography (MRC) revealed periampullary diverticula on the medial wall of the second portion of the duodenum. Treatment varies depending on the aetiology and underlying cause. However, diverticulectomy remains the standard of care.

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)0.000
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 score0.106
Threshold uncertainty score0.706

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.006
GPT teacher head0.221
Teacher spread0.214 · 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
Published2022
Admission routes1
Has abstractyes

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