A Fatal Case of Adult Generalized Tetanus in the Al-Buraimi Governorate Sultanate of Oman: A First Clinically Diagnosed Case Report
Bibliographic record
Abstract
Tetanus is a notifiable disease in Oman under event based surveillance system. It is an uncommon but very fatal disease caused by spores of bacteria found in the environment. The disease remains an important public health problem in many parts of the world, especially in low-income countries or districts, where immunization coverage is low. Tetanus requires a history of injury or wound. This is a clear typical clinical picture in our fatal case of a 43 years old Bangladeshi expatriate who was diagnosed for the first time in the governorate at Accident & Emergency Department of Al-Buraimi Hospital, Sultanate of Oman. Regular health education awareness of the public for immunization and timely seeking medical care can play an important role in lowering the morbidity and mortality of tetanus. This case report should definitely contribute to raise the awareness of tetanus, both at local and national level among all health workers and public.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.004 | 0.001 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.004 | 0.003 |
| Insufficient payload (model declined to judge) | 0.003 | 0.001 |
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 source (direct Gemma or distilled Codex), 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".