Separation Fear: An Integral Feature of the Complex Trauma Syndrome in War-Refugees
Bibliographic record
Abstract
Feelings of uncertainty after traumatic event (i.e., forcefully leaving living place) is a common cause of severe fear (anxiety) which may contribute to development of complex trauma syndrome. Traumatic injuries of such depleted individual’s sense of aliveness might be quite catastrophic causing a perception that one’s identity, togetherness and wholeness is lost forever. In such situation, the individual’s response may lead to a cascade of the events which may result in severe symptoms of the hyperarousal, dissociation, depersonalisation, detachment, recollection of the intrusive events, and avoidance of reminder. Separation fear (anxiety) among war-refugees is a broader condition than it is defined as the anxiety disorder in which dominant features are excessive and inappropriate anxiety of the separation from primary attachment figure(s). In war-refugees, the clinical manifestations are realistic worries about harmful things which may happen to the attachment figure(s) who are left behind – condition of persistent fears for loved ones of being killed, tortured, and possible lost forever.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| 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 | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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 teacher head, 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".