Alcohol and Repeated Deliberate Self-Harm
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
BACKGROUND: Repeated episode(s) of deliberate self-harm (RDSH) is a major risk factor for suicide. AIMS: To identify specific risk factors for RDSH among patients admitted following an episode of deliberate self-harm (DSH) through acute intoxication. METHODS: A prospective 6-month study was conducted with 184 patients (71% female) admitted to the emergency room (ER) as a result of self-poisoning (SP). RESULTS: Rate of RDSH stood at 18% after 6 months. The sociodemographic variables associated with repeated deliberate self-harm were to have no principal activity, consultation with a medical professional during the 6 months preceding the self-poisoning, and referral to psychiatric services upon release from the ER. The clinical variable associated with RDSH was alcohol addiction (OR=2.7; IC 95%=1.2-6.1, p<.05) as assessed at the time of the initial ER admission. CONCLUSIONS: When patients are initially admitted to the ER as a result of self-poisoning, it is important to evaluate specific factors, particularly alcohol use, that could subsequently lead to repeated deliberate self-harm. The goal is to improve the targeting and referral of patients toward structures that can best respond to their needs.
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.
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) | 0.001 | 0.002 |
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 it