Comparison between anticipatory effect of Alexithymia and Emotion regulation Difficulties (disorder) on language impairment in Schizophrenia patients.
Bibliographic record
Abstract
Background & Objective: Schizophrenia is one of the most fundamental challenges related to mental health. Linguistic disorganization and dysregulation are considered the main symptoms of schizophrenia diagnosis. The aim of the present study is to evaluate the anticipatory effect of alexithymia and emotional-dysregulation disorder on language disorders in schizophrenic patients. Material & Methods: This is a descriptive and analytic study in cross-sectional correlation method. Sample groups are from 81 patients who were selected using purposive sampling method. They are all psychotic patients that were hospitalized at the Razi psychiatric hospital of Tehran, and they are educated as high as high-school diploma in 2016. Participants completed the following questionnaires: Toronto Alexithymia-Scale (TAS-20), the Difficulties in Emotion Regulation-Scale (DERS) and the Farsi Aphasia-Test (Nilipoor). The collected data were analyzed using inferential statistics of regression analyzing data, multivariate analysis of variance and Pearson correlation coefficient through SPSS-22. Results: Results showed that the variable of alexithymia had a stronger anticipatory role in language impairments than the variable of emotional regulation among schizophrenic patients (P<0/01) was observed between these two variables and language impairments. The Results of regression analysis of these two on the subscales of language impairments showed that these variables (respectively) had the highest impact on improvised-conversation and listening-comprehension and the lowest impact on oral-expression. Also it could be concluded that about 19% of language impairments’ variance could be predicted by two variables of alexithymia and emotional dysregulation. Conclusion: Results of this study showed that alexithymia and emotional dysregulation disorder could be important psychological factors for predicting schizophrenia.
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 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.001 |
| 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".