Psychological pain and previous suicide attempts in young adults: Results with the Portuguese version of the Psychache Scale
Bibliographic record
Abstract
OBJECTIVES: In this study, we tested whether the unbearable pain scale of the Psychache Scale provides value for the statistical prediction of a previous suicide attempt; we evaluated whether psychological pain has incremental value in the statistical prediction of a previous suicide attempt relative to the reporting of having had a psychiatric diagnosis, and we established a cut-score for the Psychache Scale. METHOD: Two samples participated: a sample consisting of 1,460 young adults and a sample of 628 Portuguese community adults. RESULTS AND CONCLUSIONS: Results demonstrated that unbearable pain is not a stronger predictor of a previous suicide attempt than is the bearable pain score of the Psychache Scale; that the total score of the Psychache scale provides an additional statistically significant contribution to the statistical prediction of a previous suicide attempt relative to the reporting of having had a psychiatric diagnosis.
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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 | 0.006 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.002 |
| 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".