Identification of a blaVIM-4 gene in the internationally successful Klebsiella pneumoniae ST11 clone and in a Klebsiella oxytoca strain in Hungary
Bibliographic record
Abstract
1 Clermont O, Lavollay M, Vimont S et al. The CTX-M-15-producingEscherichia coli diffusing clone belongs to a highly virulent B2phylogenetic subgroup. J Antimicrob Chemother 2008; 61: 1024–8.2 Nicolas-Chanoine MH, Blanco J, Leflon-Guibout V et al. Intercontinentalemergence of Escherichia coli clone O25:H4-ST131 producing CTX-M-15.J Antimicrob Chemother 2008; 61: 273–81.3 Johnson JR, Menard M, Johnston B et al. Epidemic clonal groups ofEscherichia coli as a cause of antimicrobial-resistant urinary tractinfections in Canada, 2002 to 2004. Antimicrob Agents Chemother2009; 53: 2733–9.4 Clinical and Laboratory Standards Institute. Performance Standardsfor Antimicrobial Susceptibility Testing: Seventeenth InformationalSupplement M100-17. CLSI, Wayne, PA, USA, 2007.5 Clermont O, Bonacorsi S, Bingen E. Rapid and simple determination ofthe Escherichia coli phylogenetic group. Appl Environ Microbiol 2000; 66:4555–8.6 Clermont O, Dhanji H, Upton M et al. Rapid detection of theO25b-ST131 clone of Escherichia coli encompassing the CTX-M-15-producing strains. J Antimicrob Chemother 2009; 64: 274–7.7 Sidjabat HE, Paterson DL, Adams-Haduch JM et al. Molecularepidemiology of CTX-M-producing Escherichia coli isolates at a tertiarymedical center in western Pennsylvania. Antimicrob Agents Chemother2009; 53: 4733–9.8 Lau SH, Cheesborough J, Kaufmann ME et al. Rapid identification ofuropathogenic Escherichia coli of the O25:H4-ST131 clonal lineageusing the DiversiLab repetitive sequence-based PCR system. ClinMicrobiol Infect 2009; 16: 232–7.
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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 | 0.001 | 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 | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.002 |
| 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".