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Record W7036548770

Calidad de vida y productividad en trabajadores présbitas no corregidos: revisión sistemática

2023· article· en· W7036548770 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

VenueDialnet (Universidad de la Rioja) · 2023
Typearticle
Languageen
FieldEnvironmental Science
TopicSustainable Development and Policies
Canadian institutionsnot available
Fundersnot available
KeywordsPresbyopiaProductivityAffect (linguistics)PopulationQuality of life (healthcare)Quality (philosophy)PsychosocialReading (process)
DOInot available

Abstract

fetched live from OpenAlex

Presbyopia is a normal degenerative process associated with age that affects the visual system making it difficult to sharply focus images in near vision, aspect that can generate a decrease in the productivity of workers who need to perform tasks closely and consequently affect their quality of life. This research aims to synthesize scientific evidence on how uncorrected presbyopia decreases productivity and quality of life of workers over 40. The methodology used was based on a bibliographic search and the report was made meeting the criteria of the prism 2020 declaration; subsequently, the documents were evaluated with the tools of Newcastle Ottawa and RoB 2. Results: 94 % of presbyopia cases have not been corrected globally and presbyopia is expected to increase to about 2.1 billion by 2030. The highest prevalence of presbyopia reported was greater than 70 %, which varied between regions and age groups in participants older than 35 years. Conclusions: Presbyopia generates physiological changes, difficulty in the ability to relate activities such as reading and writing, and affects the quality of life, since it represents a psychosocial risk for people. The estimated productivity loss due to uncorrected presbyopia is estimated at $25 billion per year. The population affected by this problem is mainly women from rural areas.

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)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.161
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.002

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 head0.007
GPT teacher head0.234
Teacher spread0.227 · 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