Febrile Seizures With Pandemic (H1N1) 2009 Virus Infection
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
Background: In April 2009, a novel influenza A (H1N1) pdm virus was identified in Mexico, and spread quickly around the world. Methods: We treated 90 patients aged 0 - 14 years with influenza-associated febrile seizures due to this virus, who presented at our hospital between July 2009 and March 2010. We investigated the clinical characteristics of the patients. We also compared the clinical presentation of children with febrile seizures due to pandemic A (H1N1), seasonal influenza, and non-influenza infection. Results: The average age of patients with febrile seizures and influenza A (H1N1) pdm was 4.3 years, which was significantly higher than that for seasonal influenza, 3.1 years, and non-influenza infection, 2.1 years. Conclusion s: There was no significant difference in neurological symptoms between the patients with febrile seizures due to seasonal influenza and 2009 pandemic influenza. However, febrile seizures with influenza A (H1N1) pdm occurred in older children compared with seasonal influenza and non-influenza infection. doi:10.4021/ijcp15w
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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 | 0.001 | 0.001 |
| 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 | 0.001 |
| 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 it