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Record W4411655962 · doi:10.71413/vjc16q68

Adaptación pediátrica de prótesis ocular en microftalmia congénita

2025· article· en· W4411655962 on OpenAlexaff
Laura Trivez Valiente, G. Calvo, Jorge Navarro, María Ángeles Giménez Gimeno, Ana Castro Manzanares, Marta Sancho Larraz, Maria Gomez-Jenkins

Bibliographic record

VenueOptometría Clínica y Ciencias de la Visión · 2025
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicOcular Disorders and Treatments
Canadian institutionsTellabs (Canada)
Fundersnot available
KeywordsOcular prosthesisEvisceration (ophthalmology)MicrophthalmiaAnophthalmiaMedicineProsthesisOphthalmologyOptometrySurgeryPediatrics

Abstract

fetched live from OpenAlex

Relevance: To highlight the role of the ocularist within our profession. This specific case was selected because the patient had not undergone evisceration and is in the pediatric age group, where self-perception plays a crucial role in personal, social, and emotional development. Purpose: To describe the complete process of measurement and fitting of an ocular prosthesis in a pediatric patient with congenital microphthalmia. Emphasis is placed on the psychological impact within the patient’s immediate environment, including both family and school settings. Case Report: A 7-year-old patient with unilateral congenital microphthalmia presents for renewal of their ocular prosthesis. The patient was referred by the Pediatric Ophthalmology Department of Miguel Servet Hospital for their first prosthetic fitting before the age of one. Given the continuous growth and development at this stage, the prosthesis must be regularly adjusted to accommodate the expansion of the orbital cavity, requiring close and ongoing monitoring by the ocularist. Following appropriate measurements, the patient is now benefitting from a new appearance that supports their ocular development. Conclusion: Multiple studies have demonstrated significant improvements in self-confidence and self-image following the fitting of an ocular prosthesis. This is particularly important during childhood, as it is a critical period for identity formation and the development of social skills.

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)0.002
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 score0.005
Threshold uncertainty score0.016

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.002
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.001
Science and technology studies0.0020.001
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0050.001

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 head0.002
GPT teacher head0.290
Teacher spread0.287 · 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

Citations0
Published2025
Admission routes1
Has abstractyes

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