Coxsackievirus-induced murine myocarditis and immunomodulatory interventions
Bibliographic record
Abstract
Human acute myocarditis (AMC) and its sequelae, inflammatory cardiomyopathy (DCMi), are mostly caused by cardiotropic viral infections in the Western world. Insights from coxsackievirus B (CVB)-induced experimental myocarditis have substantially contributed to a better understanding of the complex pathogenesis of myocarditis, and have also helped to explain the highly differential courses of human disease. Several inbred murine strains are available for modeling acute myocarditis and chronic ongoing myocarditis after intraperitoneal CVB inoculation. Acute, subacute and chronic phases can be differentiated. The onset and the differential courses of CVB-induced myocarditis are orchestrated by complex virus-host interactions. Several immunomodulatory regimens targeting key players of the innate and the adaptive immune system have unraveled the underlying mechanisms, and identified promising intervention strategies. The latter may, once they have been clinically evaluated, translate to novel treatment strategies for patients.
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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) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.002 | 0.001 |
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".