Scropifav Antivenom Versus Supportive Care Alone in the Treatment of Pediatric Scorpion Envenomation
Bibliographic record
Abstract
BACKGROUND: Scorpion envenomation is a significant public health concern in specific regions and can have severe consequences in pediatric patients. The efficacy of antivenom treatment remains controversial. OBJECTIVE: To compare the clinical course and outcomes of pediatric scorpion envenomation in patients receiving SCORPIFAV antivenom versus supportive care alone. METHODS: We conducted a retrospective study of children aged 0-18 years presenting with grade ≥2 scorpion envenomation to the pediatric emergency department at Soroka University Medical Center, Israel, between 2014 and 2020. Clinical outcomes were compared between patients who received SCORPIFAV and those treated with supportive care alone. RESULTS: A total of 194 children were included (median age: 3 years, interquartile range: 2-8 years); 125 received SCORPIFAV and 69 received supportive care only. Patients treated with SCORPIFAV required less sedation (10.3% vs. 23.4%, P = 0.02), less analgesia (53.3% vs. 81.3%, P < 0.001), and fewer antihypertensive medications (0% vs. 17.2%, P < 0.001). SCORPIFAV administration was associated with higher odds of requiring minimal additional treatment (OR = 2.568, 95% CI, 1.168-5.646, P = 0.019). No significant differences were found in pediatric intensive care unit admission rates or length of stay. CONCLUSIONS: In pediatric patients with grade ≥2 scorpion envenomation, SCORPIFAV use was associated with reduced need for sedatives, analgesics, and antihypertensive medications. These findings suggest that early administration of SCORPIFAV in the emergency setting may help attenuate the sympathetic response and reduce overall treatment intensity.
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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".