SOMATIC EXTRUSION AND RISK FACTORS AS FORMOFORMING COMPONENTS OF POST-STROKE DEPRESSION AND ANXIETY IN PATIENTS WITH CMV
Bibliographic record
Abstract
Aktual'nost'. Insul't - odno iz naiboleye rasprostranennykh zabolevaniy nervnoy sistemy, kotoroye chasto oslozhnyayetsya razvitiyem trevozhno-depressivnykh rasstroystv. Tsel'. Otsenit' chastotu vstrechayemosti i osobennosti techeniya depressivnykh rasstroystv u bol'nykh s ONMK, a tak zhe ikh svyaz' s somaticheskoy otyagoshchennost'yu. Metody. Retrospektivnyy analiz 40 istoriy bolezney patsiyentov s ONMK, anketirovaniye s ispol'zovaniyem oprosnikov: Gospital'naya shkala trevogi i depressii (HADS), Torontskaya aleksitimicheskaya shkala, TAS-26. Rezul'taty. Depressivnyye narusheniya razlichnoy stepeni vyrazhennosti byli vyyavleny boleye chem u 70% obsledovannykh bol'nykh patsiyentov s ONMK. Tyazhest' funktsional'nogo defitsita posle insul'ta napryamuyu vliyayet na risk razvitiya postinsul'tnykh trevozhno-depressivnykh rasstroystv. Litsa zhenskogo pola bol'she priverzheny k razvitiyu depressii i trevogi. U podavlyayushchego bol'shinstva patsiyentov ishemicheskiye insul'ty byli v 45% - v pravom karotidnom basseyne, v 35% - v levom karotidnom basseyne i u 20% - v vertebrobazilyarnom basseyne. U 18 % patsiyentov insul'ty byli povtornyye. Sredi patsiyentov, perenesshikh ishemicheskiy insul't i ostryy infarkt miokarda, dolya lits so srednim i tyazhelym urovnem depressii byla vyshe. Zaklyucheniye. Postinsul'tnyye trevozhno-depressivnyye rasstroystva negativno vliyayut na tempy vosstanovleniya nevrologicheskikh funktsiy i dostoverno snizhayut vyzhivayemost' patsiyentov, perenesshikh ostryye narusheniya mozgovogo krovoobrashcheniya. Ещё volume_up 1428 / 5000 Результаты перевода Relevance. Stroke is one of the most common diseases of the nervous system, which is often complicated by the development of anxiety-depressive disorders. Purpose. To assess the incidence and features of the course of depressive disorders in patients with stroke, as well as their relationship with somatic burden. Methods. Retrospective analysis of 40 case histories of patients with stroke, questionnaires using questionnaires: Hospital Anxiety and Depression Scale (HADS), Toronto Alexithymic Scale, TAS-26. Results. Depressive disorders of varying severity were detected in more than 70% of the examined patients with stroke. The severity of functional impairment after stroke directly affects the risk of developing post-stroke anxiety-depressive disorders. Females are more likely to develop depression and anxiety. The overwhelming majority of patients had ischemic strokes in 45% - in the right carotid system, in 35% - in the left carotid system, and in 20% - in the vertebrobasilar system. In 18% of patients, strokes were repeated. Among patients after ischemic stroke and acute myocardial infarction, the proportion of persons with moderate and severe levels of depression was higher. Conclusion. Post-stroke anxiety-depressive disorders negatively affect the rate of recovery of neurological functions and significantly reduce the survival rate of patients with acute cerebrovascular accidents.
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 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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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".