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Record W2064274003 · doi:10.1097/dcr.0b013e3182a26bfd

Colonoscopy Following Nonoperative Management of Uncomplicated Diverticulitis May Not Be Warranted

2013· article· en· W2064274003 on OpenAlexaff
Mantaj S. Brar, George Roxin, Paul B. Yaffe, Jennifer Stanger, Anthony R. MacLean, W. Donald Buie

Bibliographic record

VenueDiseases of the Colon & Rectum · 2013
Typearticle
Languageen
FieldMedicine
TopicDiverticular Disease and Complications
Canadian institutionsDalhousie UniversityUniversity of Calgary
Fundersnot available
KeywordsMedicineColonoscopyDiverticulitisMalignancyIncidence (geometry)EndoscopyRetrospective cohort studyAbscessAdenomaInternal medicineSurgeryGeneral surgeryColorectal cancerCancer

Abstract

fetched live from OpenAlex

BACKGROUND: Following the nonoperative management of acute diverticulitis, guidelines recommend routine follow-up colonoscopy; however, evidence to support this recommendation are lacking. OBJECTIVE: This study aims to determine the diagnostic yield of endoscopy for clinically significant neoplasia following the successful nonoperative management of acute diverticulitis. DESIGN: This study is a retrospective review. SETTING: This study was conducted in a large urban health region. PATIENTS: Adult patients who were admitted with a diagnosis of acute diverticulitis confirmed by CT and who were successfully managed nonoperatively to hospital discharge were included. Patients who underwent colonoscopy within 2 years of presentation were excluded. MAIN OUTCOME MEASURE: The primary outcome measured was the incidence of clinically significant neoplasia (invasive malignancy or advanced adenoma) on follow-up endoscopy within 1 year of admission. RESULTS: Four hundred fifty-eight patients were selected for analysis, of which 249 patients (54%) underwent endoscopy within 1 year of admission. Seventy-seven (30.9%) patients were found to have polyps, 19 (7.6%) patients had advanced adenomas, and 4 (1.6%) patients had an invasive malignancy; 23 patients (9.2%) were found to have clinically significant neoplasia. On subgroup analysis, patients presenting with complicated diverticulitis (n = 74) had a significantly higher incidence of advanced adenoma (18.9% vs 5%, p = 0.001) and invasive malignancy (5.4% vs 0%, p = 0.007) in comparison with patients who presented with uncomplicated diverticulitis (n = 175). On multivariate analysis, patient age (OR 1.04 (1.01-1.08), p = 0.02) and the presence of abscess (OR 4.15 (1.68-10.3), p = 0.002) were identified as significant risk factors for clinically significant neoplasia. LIMITATIONS: The use of retrospective data was a limitation of this study; 54% of selected patients underwent endoscopic follow-up. CONCLUSIONS: The incidence of clinically significant neoplasia on endoscopic follow-up after the nonoperative management of acute diverticulitis is 9.2%. Those with complicated diverticulitis are at higher risk, whereas the incidence of clinically significant neoplasia in those with uncomplicated diverticulitis is equal to the incidence in average-risk individuals. Routine diagnostic colonoscopy following the nonoperative management of acute uncomplicated diverticulitis may not be warranted.

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)0.001
metaresearch head score (Gemma)0.015
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.002
Threshold uncertainty score0.006

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.015
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.001
Scholarly communication0.0010.001
Open science0.0000.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.017
GPT teacher head0.271
Teacher spread0.254 · 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 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

Citations73
Published2013
Admission routes1
Has abstractyes

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