Supporting Second Victims of Patient Safety Events: Shouldn't These Communications Be Covered by Legal Privilege?
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
Adverse events that harm patients can also have a harmful impact on health care workers. A few health care organizations have begun to provide psychological support to these Second Victims, but there is uncertainty over whether these discussions are admissible as evidence in malpractice litigation or disciplinary proceedings. We examined the laws governing the admissibility of these communications in 5 states, and address how the laws might affect participation in programs designed to support health care workers involved in adverse events. We found that privilege is uneven from state-to-state, and also unclear. Ambiguity alone could have a chilling effect on Second Victim programs. We propose legislation to protect volunteer and health care worker communications provided by peer counselors, or failing this, updating of statutory provisions to explicitly include these communications within the ambit of existing protections. Enhancing protections could help to foster an environment of healing for both patients and caregivers.
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 | 0.014 | 0.013 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.005 |
| Insufficient payload (model declined to judge) | 0.007 | 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