Earthquakes and Rehabilitation Needs: Experiences From Bam, 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: In December 2003, a devastating earthquake destroyed Bam and surrounding areas in Iran, leaving many people with residual deficits and disabilities, of which approximately 240 patients had spinal cord injury (SCI). METHODS: As an independent volunteer working in outpatient clinics, I visited the patients as part of a mobile team and set up a short educational course in spinal cord medicine. RESULTS: I visited 34 patients with SCI in the first 3 months. Eight months after the disaster, I visited 54 patients with SCI, 29 female (53.7%) and 25 male (46.3%). Postdisaster problems were identified, including need for accurate data collection, identification of patients' conditions, attention paid to psychosocial issues, ethical dilemmas, and research needs. CONCLUSION: Disaster preparedness for earthquakes should include first aid and injury prevention, coordination of relief efforts, basic education and medical care, and short-and long-term rehabilitation needs. The major focus of rehabilitation medicine specialists' should be education of the general and professional population toward integrating the concept of rehabilitation.
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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 | 0.002 | 0.001 |
| 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