Maggot Extracts Disrupt Both Gram-Negative and -Positive Bacterial Biofilms
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
Already well known for their wound-healing powers, maggots and their by-products also can disrupt biofilms formed by pathogens such as Staphylococcus aureus and Pseudomonas aeruginosa, according to Mariena van der Plas of Leiden University Medical Center in Leiden, the Netherlands, and her colleagues. “The bioactive components of maggot excretions and secretions (ES) may be very promising candidates for the development of a new treatment for chronic, infected wounds,” she noted during a poster session at the 2007 ASM Conference on Biofilms, convened in Quebec City, Canada, last March. Although disruptive but not themselves lethal to biofilms, ES components might prove a useful treatment if they render pathogens released from those biofilms again susceptible to conventional antibiotics.
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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 | 0.000 | 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) | 0.001 | 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