The Adoption of Mandatory Gunshot Wound Reporting Legislation in Canada: A Decade of Tension in Lawmaking at the Intersection of Law Enforcement and Public Health
Bibliographic record
Abstract
In 2005, Ontario adopted the Mandatory Gunshot Wounds Reporting Act. Over the following decade, seven other provinces and one territory adopted largely identical legislation. While these statutes require health facilities to report gunshot wounds to the police, they are mostly silent on what purpose this reporting is intended to achieve and how police are to use the reports to achieve it. This paper analyzes the legislative history across these nine jurisdictions to identify these features. It demonstrates that the statutes embody an unresolved tension between the purposes of public health and safety, on the one hand, and law enforcement on the other. In particular, the legislative debates focus heavily on criminality and gang activity, anchored in the dubious assumption that victims of gunshot wounds are criminals. Both this assumption and the absence of epidemiological provisions undermine the purported purpose of public health and safety. The paper then sets out a series of amendments that would improve these statutes. At a minimum these would include explicit purpose and use provisions. To the extent that public health and safety is indeed an actual purpose, several other changes would also be appropriate.
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 | 0.005 | 0.001 |
| 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) | 0.000 | 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".