Correlation between Cognition and Anxiety in Patients with Obstructive Sleep Apnea Hypopnea Syndrome
Bibliographic record
Abstract
Objective To explore the correlation between cognition and anxiety in patients with obstructive sleep apnea hypopnea syndrome(OSAHS). Methods A total of 152 patients with OSAHS confirmed by an all-night(7 h)polysomnogram(PSG) were evaluated by Montreal Cognitive Assessment(MoCA) and Zung self-rating anxiety scale(SAS). Results The total mean score of MoCA for the patients with OSAHS was(24.63±2.568).About 74.3%(113) of the patients obtained total score of of MoCA26.The average SAS score was(47.50±9.573).About 42.1%(64) of the patients obtained SAS score50.There were close correlations between MoCA score and SAS score(r=-0.343,P=0.000). Conclusion Most of the OSAHS patients exhibit cognitive impairment,and some of them have anxiety symptoms.The cognitive function and anxiety are closely correlated.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".