Medicine and Infectious Diseases, Toronto General Hospital, Toronto
Bibliographic record
Abstract
Pasteurella multocida is a rare cause of adult meningitis. Close animal contact prior to onset of illness is frequent and represents the usual mode of introduction of the organ-ism. In reports of a total of 21 cases of R mu/tocida meningitis in adults (this case report and 20 described previously in the English-language literature), 18researchers commented on the occurrence of animal contact: two cases (11070) involved cat bite, 13(72%) involved animal contact without bite, and three (17%) occurred in the absence of recognized ani-mal contact. Clinical presentation was typical of bacterial meningitides. Overall mortal-ity rate was 30%. The best predictors of poor outcome were initial hemodynamic instabil-ity and age> 60 years. Documented bacteremia (40 % of cases) was not predictive of higher mortality. Effective therapy is based on early recognition of the possibility of R mu/to-cida meningitis and prompt initiation of treatment with penicillin, ampicillin, or a third-generation cephalosporin. Although primarily an animal pathogen, Pasteurella multocida is known to cause a variety of infections in humans, most commonly cellulitis [1, 2]. With
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.
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) | 0.125 | 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".