MétaCan
Menu
Back to cohort
Record W3167196822 · doi:10.1097/icb.0000000000001174

MINIMAL GAS VITRECTOMY WITH SCLERAL BUCKLE TO MINIMIZE RETINAL DISPLACEMENT IN RHEGMATOGENOUS RETINAL DETACHMENT WITH INFERIOR BREAKS

2021· article· en· W3167196822 on OpenAlexaff
Rajeev H. Muni, Aditya Bansal, Wei Wei Lee, Luis C. Escaf

Bibliographic record

VenueRetinal Cases & Brief Reports · 2021
Typearticle
Languageen
FieldMedicine
TopicRetinal and Macular Surgery
Canadian institutionsKensington HealthUniversity of TorontoSt. Michael's Hospital
Fundersnot available
KeywordsScleral buckleRetinal detachmentMedicineVitrectomyOphthalmologyBuckleRetinalDisplacement (psychology)Scleral bucklingVisual acuityMaterials science

Abstract

fetched live from OpenAlex

PURPOSE: To present a novel technique, minimal gas vitrectomy with scleral buckle, as a means of potentially minimizing retinal displacement compared with standard vitrectomy or vitrectomy/scleral buckle for select cases. METHODS: A patient with right macula-off retinal detachment and retinal breaks at 7 o'clock and 10 o'clock underwent a 23-gauge pars plana vitrectomy, localization, and cryopexy of the breaks along with an inferior temporal segmental scleral buckle. No air-fluid exchange was performed. Suturing of sclerotomies, anterior chamber paracentesis of 0.3 mL, and intravitreal injection of 0.6 mL pure sulfur hexafluoride were then performed. The patient was advised to perform the steamroller maneuver with initial face-down positioning for 6 hours. RESULTS: The patient achieved retinal reattachment, and postoperative wide-field fundus autofluorescence imaging demonstrated high-integrity retinal attachment with no retinal displacement. CONCLUSION: The minimal gas vitrectomy with scleral buckle technique has the potential to minimize retinal displacement in cases with inferior break(s) by using a small volume expansile gas tamponade and localized scleral buckle compared with standard vitrectomy or vitrectomy/scleral buckle with a full gas fill.

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)0.000
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Case report · Consensus signal: Case report
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.001
Threshold uncertainty score0.003

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
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 head0.013
GPT teacher head0.262
Teacher spread0.248 · 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 designCase report
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

Citations17
Published2021
Admission routes1
Has abstractyes

Explore more

Same venueRetinal Cases & Brief ReportsSame topicRetinal and Macular SurgeryFrench-language works237,207