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Record W2079361428 · doi:10.1097/aud.0b013e3181cdb2b9

Clinical Practice for Children with Mild Bilateral and Unilateral Hearing Loss

2010· article· en· W2079361428 on OpenAlexafffundabout
Elizabeth M. Fitzpatrick, Andrée Durieux-Smith, JoAnne Whittingham

Bibliographic record

VenueEar and Hearing · 2010
Typearticle
Languageen
FieldNeuroscience
TopicHearing, Cochlea, Tinnitus, Genetics
Canadian institutionsChildren's Hospital of Eastern OntarioUniversity of Ottawa
FundersCanadian Institutes of Health Research
KeywordsHearing lossMedicineInterquartile rangeContext (archaeology)PopulationAudiologyUnilateral hearing lossRetrospective cohort studyPediatricsMedical recordSurgery

Abstract

fetched live from OpenAlex

OBJECTIVE: Historically, children with mild bilateral and unilateral hearing loss have been reported to experience difficulties related to language and academic functioning. In the context of Universal Newborn Hearing Screening, there is an increasing focus on determining optimal clinical interventions for this population of children. The objectives of this study were to determine the prevalence of mild bilateral or unilateral hearing loss identified in a clinical population from 1990 to 2006 and to document clinical practices related to recommendations and uptake of amplification. DESIGN: This population-based study consisted of a detailed retrospective chart review of all children identified with mild bilateral or unilateral hearing loss in a Canadian pediatric center between 1990 and 2006. Hearing loss and patient characteristics were extracted to describe the clinical population. Amplification recommendations and uptake of amplification were documented. Clinical decisions regarding amplification practices were explored as a function of age of identification and severity of hearing loss. RESULTS: A total of 670 children were identified with permanent hearing loss during the 16-yr study period, of which 291 were presented with a mild bilateral or unilateral hearing loss. Detailed reviews of the 255 available medical charts showed that at diagnosis, 178 children presented with mild bilateral, 31 with mild bilateral high frequency, and 46 with unilateral hearing loss. Eighty percent of children had been referred through conventional medical processes before the implementation of universal hearing screening and 20% had been exposed to screening. The average age of identification for the entire group was 54.2 mos (interquartile range, 30.1 to 76.9 mos). Amplification was prescribed for 91.4% of children but there was considerable delay from confirmation of hearing loss to amplification for both children identified with and without screening. Overall, 54.1% received an initial recommendation for amplification and a further 37.3% received a recommendation more than 3 mos after hearing loss confirmation. Practice patterns varied according to category of hearing loss with 60.1% of children with mild bilateral hearing loss receiving an initial recommendation compared with 26.1% of those with unilateral hearing loss. Clinical decision making relative to amplification needs was also changed during the course of audiologic care. The decision to amplify was significantly related to age at identification and degree of hearing loss in the mild bilateral group but not in the unilateral group. Although, more than 90% of children received a recommendation for amplification, chart documentation revealed that less than two thirds of children consistently used their amplification devices. Use of amplification did not vary among children with mild bilateral, mild bilateral high frequency, and unilateral hearing loss. CONCLUSIONS: : This research suggests that there is considerable uncertainty related to clinical recommendations of intervention for this population of children. The impact of parental indecision regarding the benefits of amplification is unknown. Further studies are required to document the potential benefits and factors affecting amplification recommendations and use in the current practice environment where children with mild bilateral or unilateral hearing loss are identified early through newborn hearing screening.

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)0.001
metaresearch head score (Gemma)0.004
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 score0.065
Threshold uncertainty score0.130

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0010.000
Open science0.0010.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0040.001

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 head0.063
GPT teacher head0.360
Teacher spread0.296 · 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

Citations77
Published2010
Admission routes3
Has abstractyes

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