Tetanus in a vaccinated soil expert - a case report
Bibliographic record
Abstract
BACKGROUND: Tetanus is a life-threatening vaccine-preventable disease found more commonly in tropical climates. It accounted for up to 60 deaths annually until the introduction of the tetanus toxoid. It is now rare in Canada by immunization. This study aims to describe a case of tetanus in Saskatchewan with possible occupational exposure. CASE REPORT: We describe the case of a vaccinated soil expert with tetanus resulting from skin abrasions. This report highlights the early diagnosis, atypical presentation with possible vaccine attenuation and management approach, including acute care, intensive care unit referral, surgical management and physical rehabilitation. We also describe the public health management provided in this case. Despite the severity, the patient returned to his previous home environment with minimal motor sequelae. CONCLUSION: Occupational exposure to tetanus is an important risk, even in regions where the disease is rare. Prevention through vaccination is a key public health intervention that must be encouraged to avoid health complications that are often fatal.
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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 | 0.000 |
| 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 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".