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Record W2112847065 · doi:10.1016/j.jcrs.2013.12.027

Surgical technique for explantation of cosmetic anterior chamber iris implants

2014· article· en· W2112847065 on OpenAlexaff
Parnian Arjmand, Patrick Gooi, Iqbal Ike K. Ahmed

Bibliographic record

VenueJournal of Cataract & Refractive Surgery · 2014
Typearticle
Languageen
FieldMedicine
TopicIntraocular Surgery and Lenses
Canadian institutionsCredit Valley HospitalToronto Public Health
Fundersnot available
KeywordsMedicineIRIS (biosensor)ImplantGlaucomaSurgerySiliconeOphthalmologyComputer scienceMaterials science

Abstract

fetched live from OpenAlex

UNLABELLED: The Newcoloriris is a silicone implant for cosmetic alteration of iris color. Implantation is associated with significant ocular complications of decreased vision, glaucoma, and corneal edema. Although removal of the implant also entails risks, it is ultimately necessary to preserve vision. We describe a technique for removing the implant that may also reduce intraoperative complications. The implant is explanted using a bimanual technique with small incisions in 3 sections via a "slicing-the-pie" technique using iris microforceps, microscissors, and microinstrumentation. Our patient required removal 5 years after implantation, which is the longest reported interval in the literature. This suggests that as long as these implants are present, ocular structures are at risk. FINANCIAL DISCLOSURE: No author has a financial or proprietary interest in any material or method mentioned.

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 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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.130
Threshold uncertainty score0.538

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
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)0.0000.000

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 head0.021
GPT teacher head0.310
Teacher spread0.289 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
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

Citations15
Published2014
Admission routes1
Has abstractyes

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