Practitioners' perspectives on the functioning of school-age children with cochlear implants
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.
Bibliographic record
Abstract
OBJECTIVE: The availability of cochlear implants has increased the number of children with profound deafness educated in classrooms alongside peers with normal hearing. The purpose of this research was to better understand the functioning of these children from the perspective of their service providers. METHODS: Semi-structured focus group interviews were conducted with 28 practitioners to elicit their perceptions of children's abilities in oral communication, academic, and social functioning. Data were coded inductively and examined through content analysis. RESULTS: The central theme was that cochlear implantation has improved school functioning for children both in hearing and related spoken language abilities and beyond hearing in academic and social development. While these benefits were a consistent theme, a wide range of performance was identified across all areas of functioning. In particular, areas of concern included full participation in classroom activities and social interaction with peers. CONCLUSIONS: The findings provide insights into functioning for children with cochlear implants from the perspective of those who interact with them in everyday settings. These findings underscore the challenges for children in achieving full participation despite improvements in communication skills. Practitioners identified areas where intervention is required to facilitate the inclusion of children in school programs.
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Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it