MétaCan
Menu
Back to cohort
Record W2898086693 · doi:10.22374/jclrs.v2i2.24

Scleral Lens Issues and Complications Related to Handling, Care and Compliance

2018· article· en· W2898086693 on OpenAlexvenueno aff
Daddi Fadel, Mindy Toabe

Bibliographic record

VenueJournal of Contact lens Research and Science · 2018
Typearticle
Languageen
FieldMedicine
TopicOcular Surface and Contact Lens
Canadian institutionsnot available
Fundersnot available
KeywordsContact lensScleral lensMedicineDiscontinuationIntensive care medicineModalitiesLens (geology)Compliance (psychology)Medical emergencySurgeryEngineeringOphthalmologyPsychology

Abstract

fetched live from OpenAlex

Scleral contact lens (ScCL) handling may be challenging and is the principle reason for ScCL drop out. ScCL care systems are more intricate than other lens modalities and include solutions for cleaning, disinfection, storing, rinsing and filling the lens; respecting the use of each solution recommended is fundamental. Replacement of the lenses, solutions, case and plungers are important in order to decrease the risk of adverse events associated with ScCL wear. Compliance is crucial regarding hygiene, solution use, case and plunger care, wear time, follow-up schedule, and handling techniques. Non-compliance may lead to discontinuation of ScCL due to difficulties associated with this unique lens design. This paper presents complications secondary to handling, care and compliance that clinicians and patients may encounter while wearing ScCL. Instructions are provided to enhance the understanding on management surrounding these issues. This manuscript includes three tables to summarize types of complications, their symptoms, clinical signs, etiology, and management for a quick find index for easy consultation during daily clinical practice.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation 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 score0.507
Threshold uncertainty score0.472

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
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 head0.116
GPT teacher head0.428
Teacher spread0.312 · 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 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

Citations9
Published2018
Admission routes1
Has abstractyes

Explore more

Same venueJournal of Contact lens Research and ScienceSame topicOcular Surface and Contact LensFrench-language works237,207