Guidelines 5 Shaken Baby Syndrome 6
Bibliographic record
Abstract
confi rmed) and the United States has already exceeded the total for the year 2002 (409 confi rmed and probable cases in Canada). The bulk of these cases have occurred in western locations that did not have cases last year. The count in Ontario as of October 24, 2003 was 88 confi rmed and probable cases (compared to 390 last year). In eastern Ontario small numbers of cases have occurred in the Ottawa, Kingston and Renfrew County. As a health unit we have conducted the activities of our West Nile virus plan. This includes surveillance for the virus in birds and mosquitoes as well as for human cases. The last cases of SARS in the outbreaks around the world occurred in June. Since this time there was one reported case in Singapore on September 9th in a laboratory researcher. No cases of transmission have been reported from this case, and the origin of infection is under investigation. In Canada there are three commissions on SARS. The Naylor Report is national in scope and was released and is now available on the Health Canada website (www.hc-sc.gc.ca). In his presentation Dr. Naylor acknowledged that it was the public health measures of isolation, quarantine and infection control that brought the SARS outbreaks to an end. He also observed that the system was pushed to the limit and possibly would not have been able to manage a second concurrent emer-gency or an infl uenza pandemic. There is a need to increase public health resources at the federal, provincial and local levels, and to en-
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.005 | 0.018 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.003 | 0.002 |
| Research integrity | 0.008 | 0.007 |
| Insufficient payload (model declined to judge) | 0.128 | 0.100 |
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 source (direct Gemma or distilled Codex), 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".