Formation of Vegetations during Infective Endocarditis Excludes Binding of Bacterial‐Specific Host Antibodies to<i>Enterococcus faecalis</i>
Bibliographic record
Abstract
Infectious endocarditis is a microbial infection of the endothelial lining of the heart that typically occurs on damaged or prosthetic heart valves. The characteristic lesion seen with infective endocarditis, termed "the vegetation," is composed of bacteria surrounded by a platelet/fibrin layer attached to the underlying endothelium. The vegetation has long been believed to exclude or hinder host defenses from clearing bacteria, although formal demonstration of mechanisms by which this occurs are lacking. This study investigated the ability of the vegetation to exclude host antibodies specific for the bacterial surface protein aggregation substance in vivo during experimental endocarditis caused by Enterococcus faecalis. The results demonstrate that, once the vegetation encloses bacteria, they are no longer accessible to high-titer bacterial-specific host antibodies, establishing a mechanism by which the vegetation functions to protect the bacteria from the humoral immune response.
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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 | 0.000 |
| 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".