Canadian Ofloxacin Susceptibility Study: A Comparative Study from 18 Medical Centers
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
Ofloxacin, a newer fluorinated 4-quinolone having a broad spectrum of activity was evaluated against 5,553 clinical pathogens isolated from urine, respiratory tract, skin and genital tract infections at 18 Canadian Medical Centers spread across the nation. Approximately 300 strains were reported (zone diameters) from each site. The zones of ofloxacin, other fluoroquinolones, oral cephalosporins and penicillins were analyzed and interpreted by NCCLS criteria. Ofloxacin had the widest spectrum of activity against gram-positive organisms and most gram-negative organisms, while ciprofloxacin was only superior for the Pseudomonas spp. The percentage of isolates susceptible to ofloxacin was as follows: for respiratory tract pathogens = 94%, for skin and soft tissue infections = 94%, for urinary tract organisms = 93% and for genital tract isolates = 94%.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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) | 0.003 | 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