ArticleJournal of clinical medicine2025
Hematological Biomarkers of the Obstructive Sleep Apnea Syndrome: A Machine Learning-Based Diagnostic and Prognostic Model.
Article in Journal of clinical medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
11 citing papers in PubMed.
- Turing problems in otolaryngology: a scoping review of the principal challenges of artificial ıntelligence and large language models.European archives of oto-rhino-laryngology : official journal of the European Federation of Oto-Rhino-Laryngological Societies (EUFOS) : affiliated with the German Society for Oto-Rhino-Laryngology - Head and Neck Surgery · 2026Review
- The effect of gender on clinical characteristics and diagnostic process of obstructive sleep apnea syndrome.European archives of oto-rhino-laryngology : official journal of the European Federation of Oto-Rhino-Laryngological Societies (EUFOS) : affiliated with the German Society for Oto-Rhino-Laryngology - Head and Neck Surgery · 2026Article
- Machine Learning-Based Prediction of 48-Hour Extubation Success in Mechanically Ventilated Children: A Single-Center Retrospective Cohort Study.Children (Basel, Switzerland) · 2026Article
- Article
- Serum Biomarkers as Predictors of Recurrence in Chronic Rhinosinusitis with Nasal Polyps.Medicina (Kaunas, Lithuania) · 2026Article
- Outcomes of Pediatric Tracheostomy: The Impact of Body Weight on Complications.Journal of clinical medicine · 2026Article
- Age and Sex Matter: Phenotypic Heterogeneity, Diagnostic Gaps, and Screening Tool Performance in Obstructive Sleep Apnea-A 10-Year Sleep Clinic Cohort Study.Diagnostics (Basel, Switzerland) · 2026Article
- Construction of an e-Health Literacy Program for Patients with Obstructive Sleep Apnea-Hypopnea Syndrome Based on Integrative Model of eHealth Use.Nature and science of sleep · 2026Article
- Optimizing Benzodiazepine Use for Chronic Insomnia: Insights from a Delphi Expert Consensus Study.Neuropsychiatric disease and treatment · 2026Article
- Multidimensional neuropsychological heterogeneity in obstructive sleep apnea: deep clinical phenotyping in a single-center cohort, population proteomic context, and depressive-burden risk stratification.Frontiers in immunology · 2026Article
- Performance of wrist-worn home sleep apnea testing (watch-PAT) among individuals with chronic insomnia: a comparative study with polysomnography.Frontiers in neurologyArticle
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
PubMed holds no abstract for this paper.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.