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Record W7127206853

Outcomes in Recurrent Rhegmatogenous Retinal Detachment Repair: Does Scleral Buckling at Primary or Secondary Surgery Impact Results?

2025· article· en· W7127206853 on OpenAlexaboutno aff
Mélanie Hébert, Jérôme Garneau, Sihame Doukkali, Serge Bourgault, Mathieu Caissie, Éric Tourville, Ali Dirani

Bibliographic record

VenueDove Medical Press (Taylor and Francis Group) · 2025
Typearticle
Languageen
FieldMedicine
TopicRetinal and Macular Surgery
Canadian institutionsnot available
Fundersnot available
KeywordsScleral bucklePars planaRetinal detachmentVitrectomyVisual acuityRetrospective cohort studyScleral buckling
DOInot available

Abstract

fetched live from OpenAlex

Mélanie Hébert, Jérôme Garneau, Sihame Doukkali, Serge Bourgault, Mathieu Caissie, Éric Tourville, Ali Dirani Department of Ophthalmology, Hôpital du Saint-Sacrement, CHU de Québec – Université Laval, Quebec City, CanadaCorrespondence: Ali Dirani, Department of Ophthalmology, Hôpital du Saint-Sacrement, 1050 Ste-Foy Street, Quebec City, QC, G1S 4L8, Canada, Tel +1-418 525-4444, Email drdirani@gmail.comBackground/Objectives: To analyze outcomes in recurrent rhegmatogenous retinal detachment (re-RRD) repair using pars plana vitrectomy (PPV) combined with scleral buckle (SB) at the first or second surgery.Subjects/Methods: Patients with primary uncomplicated RRD at initial presentation who were operated for re-RRD between 2014 and 2018 were included in this retrospective cohort study (n = 127). Patients were compared based on first and second surgery sequence: PPV then PPVSB (PPV-PPVSB: n = 51, 40%), or PPVSB then PPV (PPVSB-PPV: n = 76, 60%). Anatomical and functional outcomes were evaluated with second surgery success (2SS) defined as absence of reoperation after the second surgery and final pinhole visual acuity (PHVA) in logarithm of the minimum angle of resolution (logMAR), respectively.Results: Mean age at initial presentation was 65.7 years. There were 78 (61%) men and 56 (44%) pseudophakic patients. Median [Q1, Q3] baseline PHVA in logMAR was 0.70 [0.18, 2.30]. SB at first or second surgery did not significantly alter 2SS (PPV-PPVSB: 38, 75% vs PPVSB-PPV: 57, 75%; p = 1.00) or silicone oil use at second surgery (PPV-PPVSB: 18, 35% vs PPVSB-PPV: 36, 47%; p = 0.40). At final follow-up, PHVA did not significantly differ by sequence (p = 0.16).Conclusion: In re-RRD repair, SB at first or second surgery did not alter 2SS and final PHVA.Keywords: rhegmatogenous retinal detachment, recurrent retinal detachment, pars plana vitrectomy, scleral buckle, anatomic success, visual acuity

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)0.003
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 score0.005
Threshold uncertainty score0.010

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0000.001
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 head0.018
GPT teacher head0.297
Teacher spread0.279 · 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".

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Citations0
Published2025
Admission routes1
Has abstractyes

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