MétaCan
Menu
Back to cohort
Record W2329635274 · doi:10.1007/dcr.0b013e31819724a3

Hospital Readmission Rates after Ileal Pouch-Anal Anastomosis

2009· article· en· W2329635274 on OpenAlexaff
Indraneel Datta, W. Donald Buie, Anthony R. MacLean, J. Heine

Bibliographic record

VenueDiseases of the Colon & Rectum · 2009
Typearticle
Languageen
FieldMedicine
TopicStoma care and complications
Canadian institutionsUniversity of Calgary
Fundersnot available
KeywordsMedicineAnastomosisPouchSurgeryIleostomyColorectal surgeryUlcerative colitisRetrospective cohort studyBowel obstructionProctocolectomyGeneral surgeryAbdominal surgeryInternal medicineDisease

Abstract

fetched live from OpenAlex

PURPOSE: The goal of this study was to determine the unplanned hospital readmission rate following ileal pouch-anal anastomosis, prior to loop ileostomy closure. METHODS: Patients undergoing ileal pouch-anal anastomosis over a five-year period were included in this retrospective study. Unplanned readmissions and readmission diagnoses were compiled. Gender, age, type of disease, duration of illness, elective vs. urgent surgical indication, operative method, steroid use, American Society of Anesthesiologists score, and regional anesthesia use at initial ileal pouch-anal anastomosis were evaluated as potential factors for readmission. Total length of stay was compared between patients readmitted and not readmitted. RESULTS: One hundred and ninety-five patients underwent ileal pouch-anal anastomosis with diverting ileostomy. Fifty-nine patients (30 percent) required readmission. Forty-one patients had a single readmission, and 18 patients had at least 2 readmissions. Small bowel obstruction (28/86) and pelvic sepsis/ anastomotic leak (28/86) were the most common diagnoses upon readmission. Seventeen of 59 patients (28.8 percent) required surgical intervention following readmission and 42 patients were managed nonoperatively. Patients using systemic steroids at the time of surgery were more likely to be readmitted [47/116 (41 percent) vs. 12/79 (15 percent), P = 0.001). Length of stay (including initial admission for ileal pouch-anal anastomosis) for patients requiring readmission averaged 19.6 days vs. 9.6 days for patients not readmitted. CONCLUSIONS: Hospital readmission after ileal pouch-anal anastomosis is common. We plan to institute a more intensive follow-up in an effort to prevent readmission of selected high-risk patients who might be effectively managed as outpatients.

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)0.006
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 score0.001
Threshold uncertainty score0.005

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0010.000
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 head0.006
GPT teacher head0.269
Teacher spread0.263 · 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

Citations27
Published2009
Admission routes1
Has abstractyes

Explore more

Same venueDiseases of the Colon & RectumSame topicStoma care and complicationsFrench-language works237,207