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Record W4411237443 · doi:10.1097/sla.0000000000006777

Impact of a Patient-centered Program for Low Anterior Resection Syndrome

2025· article· en· W4411237443 on OpenAlexaff
Richard Garfinkle, Marie Demian, Sarah Sabboobeh, Sahir Bhatnagar, Julie Savard, Sébastien Drolet, Sender Liberman, Carl J. Brown, Jason Park, Jeongyoon Moon, Carmen G. Loiselle, S. D. Wexner, Liliana Bordeianou, Gabriela Ghitulescu, Julio Faria, Nancy Morin, Carol‐Ann Vasilevsky, Marylise Boutros

Bibliographic record

VenueAnnals of Surgery · 2025
Typearticle
Languageen
FieldMedicine
TopicStoma care and complications
Canadian institutionsVancouver General HospitalSt. Paul's HospitalMcGill UniversityCentre hospitalier universitaire de QuébecJewish General Hospital
Fundersnot available
KeywordsMedicineResectionMEDLINESurgery

Abstract

fetched live from OpenAlex

OBJECTIVE: The objective of this study was to evaluate the impact of a low anterior resection syndrome (LARS) patient-centered program (LARS-PCP)-an informational and guided self-management intervention-on global quality of life (QoL) after surgery in comparison to standard care. BACKGROUND: Self-management using conservative measures is the cornerstone of LARS treatment; however, due to the individual and symptom-based nature of LARS, self-management largely consists of unguided troubleshooting with minimal success. METHODS: Adult patients who had undergone a restorative proctectomy with a diverting ostomy and who were scheduled for ostomy closure were randomized in a 1:1 ratio into 1 of 2 arms: LARS-PCP or standard care. The LARS-PCP consisted of an informational tool and nursing support centralized from one institution. Outcomes were measured with the use of patient-reported outcomes measures at various timepoints over the 12-month follow-up period. The primary outcome was global QoL at 6 months after ostomy closure. RESULTS: In total, 160 patients were randomized: 78 to the LARS-PCP and 82 to standard care. At 6 months after ostomy closure, LARS-PCP was associated with a higher mean global QoL (79.7 ±8.7 vs. 67.8 ±9.5, P= 0.001). This association was maintained at 12-month follow-up (82.0 ±9.1 vs. 74.9 ±10.1, P= 0.036). The incidence of major LARS was lower at 1-month (60.0% vs. 81.7%, P =0.008) postoperatively among LARS-PCP participants but was similar at 3, 6, and 12 months. CONCLUSIONS: This was the first multicenter randomized controlled trial to demonstrate that nurse-guided LARS self-management improved QoL after restorative proctectomy.

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)0.002
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.003
Threshold uncertainty score0.012

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0030.000

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 head0.145
GPT teacher head0.415
Teacher spread0.270 · 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

Citations5
Published2025
Admission routes1
Has abstractyes

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