Complications of Chlorine Inhalation in a Pediatric Chemical Burn Patient
Bibliographic record
Abstract
The majority of burn injuries in the pediatric population occur at home, and a significant proportion are the result of exposure to household cleaning products. A common injury-causing agent is bleach, which has the potential to release chlorine gas, a potent respiratory irritant that leads to the added risk of inhalation injury. The survival of pediatric patients with chemical burns is extremely high, and the 3 strongest predictors of mortality are large burn size, age <48 months, and the presence of inhalation injury. The authors present a rare case of a pediatric fatality from a chemical bleach burn that resulted in acute respiratory distress syndrome as well as hemodynamic and pulmonary instability that required extracorporeal membrane oxygenation. The authors critically appraised the management of this patient to determine the possible effect certain events had on the unexpected and poor outcome of this patient, including fluid resuscitation, the effect of the chemical inhalation injury, sedation, and the need for invasive extracorporeal membrane oxygenation life support.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 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 | 0.001 |
| 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".