MétaCan
Menu
Back to cohort
Record W4386530545 · doi:10.4103/joco.joco_249_22

Efficacy and Safety of Iris-Claw Intraocular Lens in Pediatric Ectopia Lentis: A Literature Review

2023· review· en· W4386530545 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueJournal of Current Ophthalmology · 2023
Typereview
Languageen
FieldMedicine
TopicIntraocular Surgery and Lenses
Canadian institutionsnot available
Fundersnot available
KeywordsEctopia lentisMedicineOphthalmologyVisual acuityIRIS (biosensor)Intraocular lensOptometrySurgery

Abstract

fetched live from OpenAlex

Purpose: To review current evidence regarding the use of iris-claw intraocular lens (IOL) in terms of its efficacy and safety in the population of pediatric ectopia lentis. Methods: A comprehensive literature search of six electronic databases (PubMed-NCBI, Medline-OVID, Embase, Cochrane, Scopus, and Wiley) and secondary search through reference lists was conducted using keywords selected a priori. All primary studies on the use of iris-claw in pediatric ectopia lentis that evaluated visual acuity (VA), complications, and endothelial cell density (ECD) were included and critically appraised using the Newcastle-Ottawa Scale. Results: Ten studies were eligible for inclusion with an overall sample size of 168 eyes of children with ectopia lentis, and the majority of studies evaluated anterior iris-claw IOL. All studies reported improvement in postoperative VA. The most commonly reported complication across studies was IOL decentration. All studies reported decreasing ECD, and this was observed in both anterior and retropupillary iris-claw IOL. Conclusion: Current evidence shows that iris-claw IOL is effective in terms of improving VA in pediatric ectopia lentis. Due to the lack of long-term evidence of its safety in children, one must remain cautious regarding potential endothelial cell loss. Further high-quality, interventional, long-term studies are needed.

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.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.619
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0050.001
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0000.000

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 head0.090
GPT teacher head0.407
Teacher spread0.317 · 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