Differential experiences during the holocaust and suicidal ideation in older adults in treatment for depression
Bibliographic record
Abstract
Data were used on 275 Jewish individuals aged 50 and older in outpatient treatment for depression in this retrospective cross-sectional study. Holocaust survivors who were in work camps, in ghettos, or in hiding (HS-WGH) and holocaust survivors who were in concentration camps (HS-CC) were more likely to suffer posttraumatic stress disorder compared to other survivors (HS-OT) and controls. The HS-WGH and HS-CC groups had at least a threefold greater odds of suicidal ideation compared to controls. Suicidal ideation rates did not differ significantly between HS-OT group and controls. Among survivors, HS-WGH had a threefold greater odds of suicidal ideation compared to HS-OT. The results are applicable to survivors of similar atrocities and show that differing types and severities of traumatic experiences have important implications for treatment planning.
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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 | 0.000 | 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 | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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".