MétaCan
Menu
← Back to cohort
Record W6911759159 · doi:10.5281/zenodo.15051466

Патопсихологічні особливості емоційних та когнітивних розладів у структурі постковідного синдрому

2024· article· uk· W6911759159 on OpenAlexaboutno aff

Bibliographic record

VenueZenodo (CERN European Organization for Nuclear Research) · 2024
Typearticle
Languageuk
FieldMedicine
TopicLong-Term Effects of COVID-19
Canadian institutionsnot available
Fundersnot available
KeywordsCognitionDominance (genetics)Mental healthClinical PracticeMental disease

Abstract

fetched live from OpenAlex

Цитуйте українською у Ванкувер стилі: Кожина ГМ, Лещина ІВ, Самойлова ОВ, Бережний ГГ, Могилка ОП. Патопсихологічні особливості емоційних та когнітивних розладів у структурі постковідного синдрому. Медицина сьогодні і завтра. 2024;93(4):45-50.https://doi.org/10.35339/msz.2024.93.4.kls Архівовано: https://doi.org/10.5281/zenodo.15051466 Резюме У ході роботи з метою вивчення патопсихологічних особливостей емоційних та когнітивних розладів у структурі постковідного синдрому проведено комплексне обстеження 167 хворих з непсихотичними психічними розладами на тлі перенесеного COVID. Встановлено, що клінічна картина психічних розладів у обстежених хворих представлена депресивним, тривожним, астено-невротичним та когнітивним синдромами. Для обстежених хворих притаманні пики за шкалами депресії, тривоги, соматизації, обсесивності-компульсивності, фобічної тривоги та міжособистісної сенситивності опитувальника вираженості психопатологічної симптоматики (SCL-90-R); переважання важких депресивного і тривожного епізодів та помірного депресивного епізоду за клінічними шкалами тривоги і депресії Гамільтона; домінування високих рівнів ситуативної та особистісної тривожності за шкалою Спілбергера-Ханіна; наявність легких та помірних когнітивних порушень за шкалами MoCA та MMSE; зниження загальної когнітивної продуктивності за Адденбрукською шкалою. Ключові слова: тривога, депресія, COVID-19, когнітивна дисфункція. Cite in English in Vancouver style: Kozhyna НM, Leshchyna IV, Samoilova OV, Berezhnyi НG, Mohylka ОР. Pathopsychological features of emotional and cognitive disorders in the structure of post-COVID syndrome. Medicine Today and Tomorrow. 2024;93(4):45-50. https://doi.org/10.35339/msz.2024.93.4.kls [in Ukrainian]. Archived: https://doi.org/10.5281/zenodo.15051466 Abstract In the course of the work to study the pathopsychological features of emotional and cognitive disorders in the structure of post-COVID syndrome, a comprehensive clinical-psychopatholo­gical and psychodiagnostic examination of 167 patients both sexes (85 women and 82 men) with non-psychotic mental disorders against the background of COVID was conducted. It has been established that the dominance in the structure of mental disorders against the background of COVID-19 is complaints of decreased mood, apathy, inactivity, loss of a sense of joy and pleasure, feelings of anxiety, constant internal tension, anxiety over trifles, irritability and impatience, decreased memory, concentration, absent-mindedness, learning difficulties, difficulty concentrating on tasks, decreased performance, and sleep disorders. It was established that the clinical picture of mental disorders in the examined patients is represented by depressive (29.1% of men and 32.1% of women), anxiety (31.4% and 33.4% respectively), astheno-neurotic (24.2% of men and 19.6% of women) and cognitive (15.3% and 14.9% respectively) syndromes. The examined patients are characterized by peaks on the scales of depression, anxiety, somatization, obsessive-compulsive, phobic anxiety and interpersonal sensitivity according to the Symptom Check List-90-Revised; the predominance of severe depressive and anxiety episodes and moderate depressive episodes according to The Hamilton Anxiety and Depression Scale; the dominance of high levels of situational and personal anxiety according to The State-Trait Anxiety Inventory; the presence of mild and moderate cognitive impairments according to the Montreal Cognitive Assessment and Mini-Mental State Examination; decrease in overall cognitive performance according to Addenbrooke’s cognitive examination. Keywords: anxiety, depression, COVID-19, cognitive dysfunction.

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)0.005
metaresearch head score (Gemma)0.012
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: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.069
Threshold uncertainty score0.231

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.012
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0030.003
Science and technology studies0.0060.008
Scholarly communication0.0160.008
Open science0.0010.005
Research integrity0.0030.004
Insufficient payload (model declined to judge)0.0690.033

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 head0.029
GPT teacher head0.292
Teacher spread0.263 · 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
Published2024
Admission routes1
Has abstractyes

Explore more

Same venueZenodo (CERN European Organization for Nuclear Research)→Same topicLong-Term Effects of COVID-19→French-language works237,207→