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Record W2921443495 · doi:10.1016/j.vgie.2018.12.017

Cholangioscopy-directed radiofrequency ablation of complex biliary cholangiocarcinoma

2019· article· en· W2921443495 on OpenAlex
Nishmi Gunasingam, Philip I. Craig

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueVideoGIE · 2019
Typearticle
Languageen
FieldMedicine
TopicGallbladder and Bile Duct Disorders
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineStentBile ductIntrahepatic bile ductsRadiofrequency ablationMalignancyRadiologyIntrahepatic CholangiocarcinomaLiver abscessCholestasisCommon hepatic ductAblationAbscessSurgeryGastroenterologyInternal medicine

Abstract

fetched live from OpenAlex

A 64-year-old woman underwent a segment 5/6 liver resection in February 2016 for cholangiocarcinoma. Chemotherapy was poorly tolerated and, therefore, was stopped in August 2016. She experienced obstructive jaundice in September 2016 with CT confirmation of intrahepatic duct dilation (Fig. 1). ERCP showed a Bismuth type 1 stricture (Fig. 2), and a 10-mm uncovered metal stent (Wallflex; Boston Scientific, Natick, Mass, USA) was inserted. Subsequently, she experienced episodes of recurrent cholangitis from rapid stent occlusion with tissue ingrowth, but biopsies and brushings were negative for malignancy. Further ERCPs were performed to relieve the biliary obstruction, and another uncovered metal stent was placed within the existing metal stent.Figure 2Fluoroscopic image showing Bismuth type 1 stricture.View Large Image Figure ViewerDownload Hi-res image Download (PPT) She presented again with sepsis in March 2017, and a CT scan revealed a segment 7 liver abscess with an associated undrained liver segment and left-sided intrahepatic duct dilation (Fig. 3). She responded well initially to antibiotics and percutaneous drainage. Subsequently, in June 2017, she underwent an ERCP with Spyglass DS cholangioscopy (Boston Scientific, Natick, Mass, USA) to evaluate the intrahepatic biliary obstruction, to confirm suspected malignant involvement, and to treat this with radiofrequency ablation. ERCP and cholangioscopy showed a malignant-appearing Bismuth IIIa hilar stricture, confirmed on examination of biopsy specimens (Fig. 4; Video 1, available online at www.VideoGIE.org). The various obstructed segments were accessed (Fig. 5). Radiofrequency ablation was performed with the Habib HPB probe (EMcision, Montreal, Canada) to each obstructed segment. The immediate postablation cholangioscopic appearance of the treated tumor confirmed necrotic tissue (Fig. 6). The infected segment 7 was accessed again, and after balloon dilation, large amounts of pus were removed. Biliary drainage to each segment was maintained with three 7F gauge plastic stents.Figure 5Cholangioscopic image showing hilar obstruction.View Large Image Figure ViewerDownload Hi-res image Download (PPT)Figure 6Cholangioscopic image showing changes immediately after radiofrequency ablation.View Large Image Figure ViewerDownload Hi-res image Download (PPT) Six weeks later, repeated ERCP and cholangioscopy confirmed the efficacy of radiofrequency ablation with no macroscopic evidence of residual intraductal tumor (Fig. 7), making it possible to position three 8-mm self-expanding uncovered metal stents (Zilver; Cook Group, Bloomington, Ind, USA) into the 3 obstructed biliary segments. The patient responded positively to her treatment, inasmuch as she avoided a hospital stay for a prolonged period of time without further evidence of cholangitis and no adverse events related to the procedure itself. The outcomes for this patient are consistent with the outcomes described in the current literature.1Sofi A.A. Khan M.A. Das A. et al.Radiofrequency ablation combined with biliary stent placement versus stent placement alone for malignant biliary strictures: a systematic review and meta-analysis.Gastrointest Endosc. 2018; 87: 944-951Abstract Full Text Full Text PDF PubMed Scopus (76) Google Scholar All authors disclosed no financial relationships relevant to this publication. https://www.videogie.org/cms/asset/c225d1cf-91a7-4ccc-a568-308b6b31d93e/mmc1.mp4Loading ... Download .mp4 (312.85 MB) Help with .mp4 files Video 1Initial cholangioscopic view with use of Spyglass DS system and confirmation of malignant hilar structuring. Radiofrequency ablation was then performed with use of the Habib HPB probe. Repeated immediate and delayed (at 6 weeks) cholangioscopic images showing biliary appearance after radiofrequency ablation.

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.

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 categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.343
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
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)0.0010.000

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 head0.028
GPT teacher head0.281
Teacher spread0.252 · 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