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Record W4313455175 · doi:10.1177/10556656221149148

Comparison of the Paranasal Sinus Features of Paediatric Patients with and Without Cleft Palate: A CBCT Study

2023· article· en· W4313455175 on OpenAlexaff
Hamit Tunç, Gürkan Ünsal

Bibliographic record

VenueThe Cleft Palate-Craniofacial Journal · 2023
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicCleft Lip and Palate Research
Canadian institutionsArtificial Intelligence in Medicine (Canada)
Fundersnot available
KeywordsMedicineMaxillary sinusFrontal sinusSinus (botany)Paranasal sinusesCone beam computed tomographyDentistryNuclear medicineSurgeryComputed tomography

Abstract

fetched live from OpenAlex

Objectives This study is performed to compare the paranasal sinus volumes in paediatric unilateral cleft palate (UCP) and healthy patients. Methods Cone-beam computed tomography (CBCT) images of 80 patients (40 boys, 40 girls) with UCP and 80 healthy individuals (40 boys, 40 girls) were evaluated. Paranasal sinus volumes were segmented and measured using ITK-SNAP software. Descriptive statistics, Kolmogorov-Smirnov, paired sample t-test and student t-test were performed for statistical analysis. Results The volumes of ethmoid, frontal and sphenoid sinus on the cleft side were not significantly different than the non-cleft side (p>0.05) in UCP patients. Maxillary sinus volume of the cleft side in UCP patients was significantly lower than the non-cleft side (p<0.05). Mean maxillary sinus volume in UCP patients was 11825.23±509.95 mm 3 at the cleft side and 13497.85±358.07 mm 3 at the non-cleft side. While the mean volumes of ethmoid and sphenoid sinuses of patients with UCP were not significantly different from healthy individuals (p>0.05), the mean volumes of maxillary and frontal sinuses were significantly lower than healthy individuals (p<0.05). The mean maxillary sinus volume in UCP patients was 25323±597.8 mm 3 and 26666±874.3 mm 3 in the control group. The mean frontal sinus volume in UCP patients was 5633±323.1 mm 3 and 5735±315.2 mm 3 in the control group. Conclusions UCP caused a significant reduction in maxillary and frontal sinus volumes. The results of the current study show that paranasal sinus volumes in patients with UCP should be examined in more detail to make more risk-free and effective treatment plans.

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 score0.004
Threshold uncertainty score0.544

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
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 head0.017
GPT teacher head0.305
Teacher spread0.288 · 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

Citations6
Published2023
Admission routes1
Has abstractyes

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