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Record W4415926827 · doi:10.2460/javma.25.06.0376

Folded-flap palatoplasty and traditional staphylectomy yield similar postoperative soft palate geometry in French Bulldogs undergoing airway surgery

2025· article· en· W4415926827 on OpenAlexaff
Makayla Farrell, Ameet Singh, Philipp D. Mayhew, William Hawker, Allison Collier, Ryan Appleby, Andrea Sánchez, Alexa M. Bersenas, Tarini Ullal, Stanley L. Marks, Amandeep S. Chohan, Amy Brinkley

Bibliographic record

VenueJournal of the American Veterinary Medical Association · 2025
Typearticle
Languageen
FieldMedicine
TopicObstructive Sleep Apnea Research
Canadian institutionsUniversity of Guelph
Fundersnot available
KeywordsPalatoplastySoft palateAirwayYield (engineering)Soft tissue

Abstract

fetched live from OpenAlex

Objective: To compare CT-derived anatomical geometry of the soft palate and clinical outcome following folded-flap palatoplasty (FFP) or traditional staphylectomy (TS). Methods: Client-owned French Bulldogs were prospectively enrolled between July 2021 and September 2024. An exercise tolerance test (ETT) and head CT were performed preoperatively and 3 months postoperatively. Dogs were randomized to receive FFP or TS in conjunction with modified multilevel surgery for brachycephalic obstructive airway syndrome (BOAS). Computed tomography measurements were performed and compared between groups. The length of the soft palate was measured from the end of the hard palate to the caudal tip of the soft palate. Soft palate thickness was measured by dividing the length into equal thirds, and measurements were taken of the rostral, middle, and caudal thirds. Results: Eighteen dogs completed the study (FFP, n = 7; TS, 11). With the use of either surgical technique, soft palates were significantly shorter and significantly thinner postoperatively at the rostral and middle thirds but not at the caudal third when compared to preoperative measurements. Surgical technique was not shown to have a significant effect on the change in palatal length or thickness. There was no significant difference in improvement in ETT scores between the FFP and TS groups. Conclusions: FFP did not result in a significantly thinner or shorter palate or greater improvement in ETT score when compared to TS. Both techniques resulted in significantly shorter and thinner palates postoperatively. Clinical Relevance: Equivalent clinical outcome can be expected following FFP or TS combined with modified multilevel surgical techniques for the treatment of BOAS.

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)0.001
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 score0.004

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
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 science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.026
GPT teacher head0.294
Teacher spread0.267 · 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

Citations0
Published2025
Admission routes1
Has abstractyes

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