Familial Aggregation of Suicidal Behavior: A Family Study of Male Suicide Completers From the General Population
Bibliographic record
Abstract
OBJECTIVE: This study compared suicidality in families of adult male suicide completers and community comparison subjects. METHOD: Two hundred forty-seven relatives of 25 male suicide completers and 171 relatives of 25 matched comparison subjects were assessed for recurrent risk of suicidal and related behaviors. Analyses were performed on a subgroup of relatives of suicide completers with cluster B personality disorders. RESULTS: Relatives of suicide completers were over 10 times more likely than relatives of comparison subjects to attempt or complete suicide after the authors controlled for psychopathology. Relatives of suicide completers were not more likely to exhibit suicidal ideation but had more severe suicidal ideation than relatives of comparison subjects. These findings were stronger for the suicide completers diagnosed with cluster B personality disorders. CONCLUSIONS: Suicide has a familial component independent of psychopathology that may be mediated by a combination of factors, including more severe suicidal ideation and aggressive behavior.
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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 | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 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) | 0.001 | 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".