Client Satisfaction With Nursing-led Sexual Assault and Domestic Violence Services in Ontario
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
INTRODUCTION: There is still little known about survivors' experiences of and satisfaction with comprehensive nursing-led hospital-based sexual assault and domestic violence treatment programs. METHOD: To address this gap, we surveyed and collected information from clients/guardians presenting to 30 of 35 of Ontario's Sexual Assault/Domestic Violence Treatment Centres across seven domains: presentation characteristics, client characteristics, assailant characteristics, assault characteristics, health consequences, service use, and satisfaction with services. RESULTS: One thousand four hundred eighty-four clients participated in the study, 96% of whom were women/girls. Most were White (75.3%), 12-44 years old (87.8%), and living with family (69.6%); 97.9% of clients used at least one service. The most commonly used service was assessment and/or documentation of injury (84.8%), followed by on-site follow-up care (73.6%). Almost all clients/guardians reported that they received the care needed (98.6%), rated the overall care as excellent or good (98.8%), and stated that the care had been provided in a sensitive manner (95.4%). Concerns and recommendations to improve care expressed by a small proportion of clients/guardians focused on long wait times, negative emergency department staff attitudes, issues of privacy and confidentiality, and difficulty with accessing services. DISCUSSION: The high uptake and positive evaluation of services provided by Ontario's Sexual Assault/Domestic Violence Treatment Centre programs confirms the value of nursing-led, hospital-based care in the aftermath of sexual assault and domestic violence. Ongoing evaluation of such services will ensure the best care possible for this patient population.
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 | 0.001 | 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) | 0.000 | 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