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Record W4410190639 · doi:10.5281/zenodo.15178442

Deterioro cognitivo en pacientes con hipoacusias comparados con pacientes con audición normal

2025· article· es· W4410190639 on OpenAlexaboutno aff
Andrea Judith Del Ángel-González, María de Lourdes Liliana de la Rosa-Solis, María Cruz Leal-Reyes

Bibliographic record

VenuePubMed · 2025
Typearticle
Languagees
FieldNeuroscience
TopicHearing Loss and Rehabilitation
Canadian institutionsnot available
Fundersnot available
KeywordsAudiologyCognitive impairmentHearing impairedMedicineCognitionPsychiatry

Abstract

fetched live from OpenAlex

Background: Hearing loss affects 360 million people worldwide and it is linked to cognitive impairment, which is the main precursor of dementia. Hearing loss is the major modifiable risk factor for cognitive impairment. This study examines the relationship between severe/profound hearing loss and cognitive impairment in people aged 50 to 65 years. Objective: To determine whether severe/profound hearing loss accelerates the development of cognitive impairment in patients with this condition compared to those with normal hearing or mild hearing loss. Material and methods: Analytical cross-sectional study conducted in 254 patients. Degrees of hearing loss were assessed by tonal audiometry using the World Health Organization (WHO) criteria, and the degree of cognitive impairment with the Montreal Cognitive Assessment (MoCA) test. The variables analyzed included age, sex, schooling and socioeconomic level. Results: 82.8% of patients with severe/profound hearing loss had cognitive impairment, compared to 17.2% of those with normal hearing (p < 0.001), demonstrating a highly significant association between hearing loss and cognitive impairment. Conclusions: Patients with severe/profound hearing loss have greater cognitive impairment than those with normal hearing. Early diagnosis and treatment, such as the use of hearing aids, is key to prevent cognitive impairment and improve quality of life.

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: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.003
Threshold uncertainty score0.006

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

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 head0.027
GPT teacher head0.275
Teacher spread0.248 · 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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