Mandatory Reporting of Intimate Partner Violence: An Ethical Dilemma for Forensic Nurses
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
Nearly all states and provinces have laws mandating licensed healthcare professionals to report to law enforcement suspicions and allegations of the abuse of children, older adults, and disabled persons and all incidents of violence by a deadly weapon. However, a few states in the United States additionally mandate providers to report all injuries resultant from reported or suspected domestic/intimate partner violence. This can present a challenge to forensic nurses seeking to protect patient confidentiality and autonomy. This challenge becomes further compounded when a patient desiring to remain anonymous reports sexual assault by their partner, accompanied by bodily injury. This case report explores one such scenario that occurred in a rural Colorado Emergency Department, the issues this presents to forensic nurses, and possible responses.
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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 | 0.003 |
| 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 | 0.001 |
| 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 it