Suicides in the Young People of Geneva, Switzerland, From 1993 to 2002<sup>*</sup>
Bibliographic record
Abstract
Suicides in Geneva in those less than 25 years old, from 1993 to 2002, were reviewed. Scenes investigations, autopsy findings, toxicology results, and psychiatric history (when available) were examined. There were 65 cases. The average annual suicide rate was 11/100,000. Seventy-seven percent were male, and 23% were female. The youngest was 12 years old and most of the victims were 18 years old and over (89%). For men, the use of firearms was the most common method (38%), followed by fall from height (16%) and drowning (10%). For women, fall from height was the most frequent (40%), followed by firearms and medication overdoses (20% each), hanging (13%), and drowning (7%). Toxicological analysis was performed in 41% of the cases and showed that alcohol was present in 26% and other drugs in 67% of these cases. The most common drugs present were benzodiazepines, cannabis, and cocaine.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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".