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Record W4415043208 · doi:10.1016/j.vgie.2025.09.008

Rescuing impacted biliary extraction basket using cholangioscopy-directed lithotripsy and a pulley system

2025· article· en· W4415043208 on OpenAlexaff
Hyun Jae Kim, Rajit Gilhotra, Andrew Fetz, Eric C.S. Lam

Bibliographic record

VenueVideoGIE · 2025
Typearticle
Languageen
FieldMedicine
TopicGallbladder and Bile Duct Disorders
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsForcepsPulleyLithotripsyExtraction (chemistry)Minimally invasive procedures

Abstract

fetched live from OpenAlex

Background and Aims: Impaction of a biliary extraction basket during endoscopic retrograde cholangiopancreatography (ERCP) is a rare but challenging adverse event. We describe a novel endoscopic rescue approach using cholangioscopy-guided lithotripsy and an improvised pulley system to remove an impacted biliary basket after failed transoral mechanical lithotripsy. Methods: A 52-year-old man presented with obstructive jaundice because of a 9-mm common bile duct stone. Initial ERCP with mechanical lithotripsy using an extraction basket resulted in basket impaction. Rescue lithotripsy with a transoral lithotriptor resulted in wires fracturing at the handle. Rescue endoscopic management of the impacted basket was performed at our center. The patient had significant duodenal ulceration due to tension from the exposed basket wires. Results: Cholangioscopy-directed electrohydraulic lithotripsy was performed to fracture the entrapped stone. An improvised pulley mechanism using grasping forceps as a fulcrum was used to successfully extract the entrapped basket. The patient was discharged within 48 hours without requiring surgical interventions. Conclusions: Cholangioscopy-guided lithotripsy is effective for releasing impacted baskets from entrapped stones. A pulley technique using grasping forceps can enable safe basket extraction by altering the vector of wire traction. This strategy provides a minimally invasive solution for managing an impacted biliary extraction basket.

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)0.000
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Case report · Consensus signal: Case report
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.001
Threshold uncertainty score0.004

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.000
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.024
GPT teacher head0.327
Teacher spread0.303 · 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 designCase report
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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Same venueVideoGIESame topicGallbladder and Bile Duct DisordersFrench-language works237,207