A Case Series of Study of Childhood Psychological Trauma and Alexithymia Among Persons with Alcohol Dependence Syndrome Attending Inpatient De-addiction Facility from Central Rural India
Bibliographic record
Abstract
Psychological trauma occurs when a person suffers from serious threat or loss to his/her life. Childhood psychological trauma can be of various forms such as physical abuse, sexual abuse, emotional abuse, physical neglect, and emotional neglect. Such adverse childhood experiences, if not effectively dealt or resolved, may lead to the development of drug dependence including alcohol dependence syndrome (ADS) in adult life. In many cases, development of ADS is preceded by the occurrence of childhood psychological trauma(s). Such a person with a history of childhood psychological traumas may consume alcohol to cope with his/her trauma-related distress. Alexithymia is a state characterized by a triad of difficulty in identifying one's own feelings, difficulty in differentiating between physical sensations and emotional arousal, and difficulty in explaining one's own feelings to others. Alexithymia has a role in the development of drug dependence including ADS. The number of childhood psychological trauma among persons with ADS was associated with alexithymia in adulthood. Childhood psychological traumas, mainly emotional abuse, might act as a predisposing factor for the development of alexithymia in persons suffering from ADS. This case series presented clinical picture of two individuals with ADS in which both childhood psychological trauma(s) and alexithymia were assessed by using standard and psychometrically valid psychological tools such as Childhood Trauma Questionnaire and Toronto Alexithymia Scale-20 item, respectively. This case series is unique because the assessment of childhood psychological trauma(s) and alexithymia is neglected area in Indian psychiatric research field and detailed ample of literature is not available at present in which the relationship between childhood psychological traumas, alexithymia, and ADS has been assessed. In the present case series, first individual with ADS had clinically significant alexithymia, severe emotional abuse, severe emotional neglect, moderate physical abuse, and moderate physical neglect, while second individual with ADS had no alexithymia but he had moderate-level emotional neglect and mild levels of emotional abuse, physical abuse, and physical neglect.
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.004 | 0.001 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.004 | 0.001 |
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".