Effectiveness of the Corrective Babbling Speech Treatment Program for Children with a History of Cleft Palate or Velopharyngeal Dysfunction
Bibliographic record
Abstract
OBJECTIVE: To investigate the effectiveness of a phonetic-based, parent-administered treatment to reduce cleft-related speech errors. DESIGN: Immediate treatment (IT) versus delayed treatment (DT) comparison followed by analysis of gains over approximately 4 months and again after a longer period of treatment for participants in both groups. PARTICIPANTS: Thirteen participants with a history of cleft palate or velopharyngeal dysfunction and speech disorder. INTERVENTION: After training, parents were instructed to conduct daily 10-minute sessions of phonetic drills with their children. MAIN OUTCOME MEASURES: Group differences in percent consonants correct (PCC) were compared between those who did and those who did not receive the treatment. Pre- and posttreatment PCC comparisons were made after approximately 4 months of treatment and after termination of treatment. RESULTS: Participants receiving Corrective Babbling therapy showed significant gains in PCC in limited contexts after 4 months of therapy. However, gains were not significantly greater for the IT versus DT group. Participants who continued with the treatment for longer than 4 months showed the greatest gains in PCC and had significant improvements in all speech contexts assessed. Parents reported satisfaction with the program. CONCLUSIONS: The results of this study indicate that this treatment shows promise for at least some children with a history of cleft palate and velopharyngeal dysfunction.
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 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 | 0.001 | 0.000 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".