Mortality risk and length of stay associated with self-inflicted burn injury: Evidence from a national sample of 30,382 adult patients*
Bibliographic record
Abstract
OBJECTIVE: Existing studies report contradictory findings regarding characteristics and outcomes of patients admitted with self-inflicted burn injuries. The objective of this study was to report demographic and medical characteristics of patients admitted to burn centers with self-inflicted burn injuries and to assess mortality risk and length of stay compared with patients whose injuries were not self-inflicted. DESIGN: Retrospective, cohort study. SETTING: A total of 70 burn centers from the United States that contributed data to the American Burn Association National Burn Repository. PATIENTS: A total of 30,382 adult patients (593 with self-inflicted injuries) who were admitted with a thermal injury from 1995 through 2005. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: Demographics, comorbidities, burn injury severity variables (total body surface area burned [TBSA], TBSA burned third degree, inhalation injury), hospital mortality, intensive care length of stay, and total hospital length of stay were ascertained. Patients with self-inflicted injuries had larger TBSA burned (32.0% vs. 12.8%, p < .01) and larger third-degree TBSA burned (20.6% vs. 4.9%, p < .01) and were more likely to incur an inhalation injury (37.3% vs. 12.8%, p < .01). Before matching, patients with self-inflicted injuries were at greater risk of mortality (23.6% vs. 6.8%, p < .01) and required longer intensive care (median of 4 days vs. 0 days, p < .01) and total hospital stays (median of 23 days vs. 8 days, p < .01). After propensity score matching on demographic, medical, and burn injury variables, they were not more likely to die of their injuries (23.6% vs. 23.1%, p = .84), did not require longer intensive care stays (4 days vs. 3 days, p = .75), and did not require longer total hospital stays (23 days vs. 18 days, p = .50). CONCLUSIONS: Compared with patients with similar demographic, health, and injury characteristics whose injuries are not self-inflicted, patients with self-inflicted burn injuries are not at greater risk of mortality and do not require longer durations of intensive care or total hospitalization.
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 | 0.000 | 0.013 |
| 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 | 0.000 | 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 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".