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 machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), 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".