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Record W2897196967 · doi:10.15331/jdsm.7048

Cessation of Snoring Without Apnea-Hypopnea Improvement During Oral Appliance Therapy for Obstructive Sleep Apnea

2018· article· en· W2897196967 on OpenAlexaff
Arisa Ebato, Satoru Tsuiki, Yuuya Kohzuka, Tatsuya Fukuda, Hiroshi Suzuki, Yoichiro Takei, Fernanda Almeida, Yuichi Inoue

Bibliographic record

VenueJournal of Dental Sleep Medicine · 2018
Typearticle
Languageen
FieldMedicine
TopicObstructive Sleep Apnea Research
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsMedicineObstructive sleep apneaHypopneaOral applianceApneaSleep apneaAnesthesiaSleep (system call)PolysomnographyComputer science

Abstract

fetched live from OpenAlex

We encountered the case of a 41-year-old male patient with mild obstructive sleep apnea (OSA) treated with a mandibular advancement oral appliance (OAm) that highlights the fact that cessation of snoring is not always associated with an improvement of the apneahypopnea index (AHI). Follow-up polysomnography revealed that snoring improved from 14.8% to 0.4% of total sleep time, whereas AHI slightly increased from 8.5 to 11.6/h and the nadir percutaneous oxygen level fell from 93% to 87%. This case emphasizes the following three points: (1) cessation of snoring does not always indicate a reduction in AHI during OAm therapy for OSA; (2) objective follow-up evaluation of the efficacy of OAm treatment using sleep testing is necessary to avoid suboptimal outcomes; and (3) a followup sleep evaluation provides dentists and physicians with proper information for discussing not only treatment success but also the modification and/or replanning of OAm treatment.

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 categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.190
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0000.001
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 head0.026
GPT teacher head0.329
Teacher spread0.304 · 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.

Study designBench or experimental
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
Published2018
Admission routes1
Has abstractyes

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