Suicidal Behavior by Burns in the Province of Fars, Iran
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: While suicide by burns is a relatively uncommon form of suicide in developed countries, it is one of the most common methods of suicide in the Middle East region including Iran. AIMS: To describe epidemiologic characteristics of suicidal behaviors by burns in the province of Fars, Iran. METHODS: A prospective population-based study of all suicidal behaviors by burns requiring hospitalization was conducted in the province of Fars, Iran, from March 21, 2005 to March 20, 2006. Data were obtained from patients, family members, and/or significant others through interviews during the course of hospitalization. RESULTS: A total of 125 patients with suicidal behavior by burns requiring hospitalization were identified during the study period, representing an overall incidence rate of 4.3 per 100,000 (95% Confidence Interval [CI]: 3.6-5.1). Females (6.2 per 100,000) had a higher rate of suicidal behavior by burns than males (2.4 per 100,000; p < .001). The age-specific rate of suicidal behavior by burns peaked at age 20-29 years (10.1 per 100,000). The rate of suicidal behavior by burns was higher among single (7.2 per 100,000) vs. married persons (4.2 per 100,000; p = 0.03). Single males aged 20-39 years and young married women aged 15-29 years were at greatest risk of suicidal behavior by burns. The most common precipitating factor (74.4%) for suicidal behavior was a quarrel with a family member, a relative, and/or a friend. CONCLUSIONS: The high rate of suicidal behavior by burns among young/married women in Fars is of concern. Social, cultural, and economic factors may contribute to suicidal behavior and need to be addressed through education, support, and commitment.
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) | 0.000 | 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 it