Do Children Cope Better Than Adults with Potentially Traumatic Stress? A 40-Year Follow-Up of Holocaust Survivors
Bibliographic record
Abstract
Anecdotal reports suggest that child survivors of the Nazi persecution are functioning well as adults. Ratings of their parents by a randomly selected community sample of young adult Ashkenazi Jews on a scale that measured Schizoid, Paranoid, Depressive/Masochistic and Type A/Normal Aggressive symptoms permitted verification of these reports. Among the parents were groups who were children, adolescents, or young adults in 1945, at the end of World War II. Child-survivor parents did not differ from native-born parents on these measures 40 years later, whereas, consistent with the empirical findings of others, survivors who were adolescents or young adults at the end of the war manifested more paranoid and depressive/masochistic symptoms than native-born parents. To explain this possible greater long-term resilience among those who were child survivors, reference is made to later caretakers, endowment, cognitive and social development, and psychodynamics.
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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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 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 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".