Use of Naloxone for Clonidine Intoxication in the Pediatric Age Group
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
The incidence of clonidine overdose is increasing worldwide, possibly because of the broadening of indications to include several psychiatric conditions, yet there is a paucity of new information regarding treatment options for clonidine toxicity. We report a case in whom naloxone was used and discuss the literature on this topic. A 2-year-old male infant presented with a history of lethargy. Vital signs were notable for hypotension, pupillary constriction, and hypotonia. The Glasgow Coma score progressively worsened, precipitating intubation. Naloxone was given without response. Urine toxicology revealed high concentrations of clonidine but no opiates. Rapid boluses of isotonic crystalloids and intravenous atropine 0.02 mg/kg were administered with good response. The patient was subsequently discharged home with pediatric and community services follow-up. The use of naloxone in the treatment of clonidine intoxication is unclear, and empirical use does not seem to be justified.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| 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