MétaCan
Menu
Back to cohort
Record W2762577002 · doi:10.1097/scs.0000000000003713

Parental Perceptions Following Cleft Lip Repair in Their Children

2017· article· en· W2762577002 on OpenAlexaff
Michal Brichacek, Damir B. Matic

Bibliographic record

VenueJournal of Craniofacial Surgery · 2017
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicCleft Lip and Palate Research
Canadian institutionsLondon Health Sciences CentreUniversity of Manitoba
Fundersnot available
KeywordsMedicinePerceptionTertiary careFamily medicinePsychology

Abstract

fetched live from OpenAlex

OBJECTIVE: Cleft lip (CL) repair at 3 months is chosen mostly out of convention and offers minimal functional benefit. Potentially, a better cosmetic outcome is possible by delaying repair. This study examines parental perceptions around repair at 3 months to determine if current guidelines are appropriate. DESIGN: Retrospective cross-sectional survey. SETTING: Tertiary-care institution. PARTICIPANTS: Parents of children with CL ± P under age 6 years who underwent CL repair from 2004 to 2011 at our center were surveyed (n = 64). Response rate was 61% (n = 37). METHODS: Open-ended survey asked about various aspects of parental perceptions before and after repair. Qualitative data analysis is used to interpret survey responses. STATISTICS: Fisher exact test using contingency tables to identify statistically significant results. RESULTS: Nearly all (36/37) parents felt repair was important, citing reasons such as feeding, speech, and appearance. Most (28/37) felt surgery would fix the problem. A portion of parents (15/37) would delay repair if better aesthetics were possible later, but most would not (20/37). Most parents were satisfied with repair quality (33/37). On average, repair did not impact parent-child bonding, and eliminated negative interactions with strangers that parents found distressing. CONCLUSIONS: Arguably, positive parental perceptions of their child's condition reflect favorably on the child's well-being, and may outweigh any future aesthetic benefit. Therefore, current recommendations should be upheld. However, given that some parents would consider delaying repair, they could be offered this option. Future efforts should examine cultural factors, and aesthetic and developmental outcomes of repair at different ages to determine optimal repair timing.

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 imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation 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 score0.024
Threshold uncertainty score0.387

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.021
GPT teacher head0.301
Teacher spread0.280 · 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 teacher head, 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

Citations4
Published2017
Admission routes1
Has abstractyes

Explore more

Same venueJournal of Craniofacial SurgerySame topicCleft Lip and Palate ResearchFrench-language works237,207