Writing a suicide note: Testing the effects of childhood trauma and psychache
Bibliographic record
Abstract
Using a cross-sectional design, this study examined the relationship between childhood trauma and the writing of a suicide note as well as the mediation and moderation effects of psychache (i.e., psychological pain) on this relationship. A non-clinical sample of 1012 young adults aged 17 to 29 years (M = 19.56; SD = 1.94; 3.7% > 25 years) participated. A mediation model was tested using path analysis through structural equation modeling, and a moderation model was tested using hierarchical multiple regression analysis, while statistically controlling for relevant sociodemographic variables. A partial mediating effect of psychological pain was found in the association between childhood trauma and writing a suicide note. Psychache also interacted and potentiated the relationship of childhood trauma with writing a suicide note. As such, psychache assists in explaining why and when individuals who have experienced more traumatic events in childhood are more likely to write suicide notes.
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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 | 0.001 |
| 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".