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Record W2805168602 · doi:10.1503/cjs.003517

Clinical and operative outcomes of patients with acute cholecystitis who are treated initially with image-guided cholecystostomy

2018· article· en· W2805168602 on OpenAlex
Ida Molavi, Angela E. Schellenberg, Francis Christian

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
venuePublished in a venue whose home country is Canada.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueCanadian Journal of Surgery · 2018
Typearticle
Languageen
FieldMedicine
TopicGallbladder and Bile Duct Disorders
Canadian institutionsUniversity of SaskatchewanUniversity of Toronto
Fundersnot available
KeywordsMedicineAcute cholecystitisCholecystostomyCholecystitisGeneral surgeryCholecystectomyRadiologySurgeryGallbladder

Abstract

fetched live from OpenAlex

BACKGROUND: Percutaneous cholecystostomy (PC) tube placement followed by delayed cholecystectomy has been shown to be an effective treatment option in high-risk populations such as older and critically ill patients. The goal of this study was to review the short- and long-term clinical and operative outcomes of patients with acute cholecystitis initially treated with PC tube placement. METHODS: We conducted a retrospective review of patients who underwent image-guided PC tube insertion between 2001 and 2011 at the Royal University Hospital or St. Paul's Hospital, Saskatoon. Clinical outcomes, complications and elective cholecystectomy follow-up were noted. RESULTS: A total of 140 patients underwent PC tube insertion, 76 men and 64 women with a mean age of 68.4 (standard deviation 17.7) years. Of the 140, 94 (67.1%) had an American Society of Anesthesiologists classification score of III or IV. Percutaneous cholecystostomy tubes remained in place for a median of 21.0 days, and the median hospital stay was 7.0 days. Readmission owing to complications from PC tubes occurred in 21 patients (15.0%), and 10 (7.1%) were readmitted with recurrent cholecystitis after tube removal. Forty-four patients (31.4%) returned for subsequent elective cholecystectomy, of whom 32 (73%) underwent laparoscopic cholecystectomy, 4 (9%) underwent open cholecystectomy, and 8 (18%) underwent laparoscopic converted to open cholecystectomy. CONCLUSION: Percutaneous cholecystostomy is a safe procedure that can be performed in patients who are older or have numerous comorbidities. However, less than one-third of such patients in our cohort subsequently had the definitive intervention of elective cholecystectomy, with a high rate of conversion from laparoscopic to open cholecystectomy.

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 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 score0.487

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 studies0.0000.001
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 head0.028
GPT teacher head0.298
Teacher spread0.269 · 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