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Record W2922550872

Bilateral Auditory Development and Function in Children with Asymmetric Hearing Loss Who Listen with Electric and Acoustic Hearing

2018· dissertation· en· W2922550872 on OpenAlexfundno aff
Melissa J. Polonenko

Bibliographic record

VenueTSpace · 2018
Typedissertation
Languageen
FieldNeuroscience
TopicHearing Loss and Rehabilitation
Canadian institutionsnot available
FundersCouncil for Science and Technology PolicyHospital for Sick ChildrenUniversity of TorontoMinistry of Advanced EducationCanadian Institutes of Health ResearchMinistry of Advanced Education and Skills Development
KeywordsAudiologyHearing lossAcousticsPsychologyMedicinePhysics
DOInot available

Abstract

fetched live from OpenAlex

This thesis aimed to determine whether treating children who have asymmetric hearing loss with two different, but appropriate auditory prostheses promotes bilateral auditory development and bilateral hearing abilities. Unilateral deafness during development drives extensive reorganization in bilateral auditory pathways, limiting spatial hearing and putting children at risk for social and educational challenges. Providing electric cochlear implant hearing to the deaf ear and acoustic sound through a hearing aid or normal hearing in the other ear (bimodal hearing) restores bilateral access to sound. But it remains unclear how the two very different auditory signals can be processed by the auditory system to prevent abnormal neurophysiological changes from occurring. Hearing development in bimodal users was assessed by measuring evoked electrophysiological changes in the brainstem and cortex, as well as behavioural perception of important differences in sounds between the two ears. Even though electrical and acoustic hearing are unique and stimulate the auditory system in different ways, symmetric neural conduction in bilateral brainstem pathways and the expected representation of each ear in the auditory cortex were achieved in children who had sufficient residual hearing in their non-implanted ear. Moreover, most children experienced a bilateral advantage for speech perception over wearing either device alone, benefited from spatial hearing and could detect changes in binaural inter-aural level cues. These findings suggest that bilateral hearing does not need to be restricted to one modality and that the auditory system can integrate bimodal hearing to some extent. However, prolonged experience with asymmetric hearing during development extensively and persistently reorganizes the auditory system, limiting future efforts to restore bilateral and spatial hearing with bimodal devices. These findings are highly relevant to the clinical treatment of asymmetric hearing loss and support the recommendation to provide the most appropriate bilateral auditory prostheses as soon as possible to children who have significant hearing loss.

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 score0.002
Threshold uncertainty score0.007

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 studies0.0000.001
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0000.001
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 head0.015
GPT teacher head0.270
Teacher spread0.255 · 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

Citations1
Published2018
Admission routes1
Has abstractyes

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