Investigation of high-risk areas of electrical damage in the province of tehran.
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
Electrical burns are an uncommon type of burn that can cause serious disabilities and mortality. This study aims to provide preventive strategies to investigate high-risk areas of electrical damage in Tehran Province. This is a descriptive cross-sectional study performed on patients with electrical burns referred to Shahid Motahari Educational and Medical Center during 2015-2017. Patients' information was collected in a researcher-made information form. In this study, information of 133 patients with electrical injury was recorded. Electrical injuries occurred mainly in the workplace (63.1%). Nearly half of the population were construction workers. The results showed that most of the electrical burn accidents in Tehran province occurred in the surrounding counties of the city of Tehran (64%). According to the results, it is suggested that preventive strategies first be implemented in high-risk areas of the province of Tehran.
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 | 0.001 |
| 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