Segmented Filamentous Bacteria Prevent Colonization of Enteropathogenic<i>Escherichia coli</i>O103 in Rabbits
Bibliographic record
Abstract
Despite their distribution in the intestines of many mammals, including man, segmented filamentous bacteria (SFB) have not been found in rabbits, nor has any function been identified for these uncultivable microbes. New Zealand White rabbits were infected with rabbit enteropathogenic Escherichia coli O103 (REPEC O103) derivatives, followed up clinically, and randomly killed 1-4 days after inoculation. Intestinal tissue samples were examined by electron and light microscopy to search for SFB and to evaluate REPEC O103 colonization. Twelve of 21 rabbits showed SFB colonization on ileal absorptive villi. The presence of SFB was correlated with lack of REPEC 0103 ileal colonization (P<.01) and disease. Rabbits without SFB were always colonized by this pathogen. SFB appear to inhibit intestinal colonization by REPEC O103 and thus protect against REPEC 0103 disease. SFB colonization in rabbits is also described for the first time.
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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) | 0.000 | 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 | 0.000 |
| 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".