<i>Staphylococcus aureus</i> Nonribosomal Peptide Secondary Metabolites Regulate Virulence
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
Golden Regulator Staphylococcus aureus is a common cause of intractable infections that are exacerbated by an array of toxins and virulence factors. The agr pheromone has been thought to represent the master regulator of virulence in this pathogen, but it is not always expressed and is also found in many nonpathogenic cocci. A strictly conserved, nonribosomal peptide synthetase has now been found by Wyatt et al. (p. 294 , published online 3 June) by genome mining. The enzyme assembles valine and tyrosine into cyclic dipeptides called aureusimines that are expressed by all sequenced strains of S. aureus , including the “superbug” MRSA (Methicillin-resistant Staphylococcus aureus ). Microarray analysis showed a striking effect of mutation in the synthetase locus on the production of immunomodulators, hemolysins, and other exotoxins by the pathogen. Indeed, mice infected systemically with the mutant strain showed a restricted spread of infection compared with the wild type.
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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 | 0.001 |
| Science and technology studies | 0.000 | 0.003 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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