Unable to answer the call of our patients: mental health nurses’ experience of moral distress
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
When health practitioners' moral choices and actions are thwarted by constraints, they may respond with feelings of moral distress. In a Canadian hermeneutic phenomenological study, physicians, nurses, psychologists and non-professional aides were asked to identify care situations that they found morally distressing, and to elaborate on how moral concerns regarding the care of patients were raised and resolved. In this paper, we describe the experience of moral distress related by nurses working in mental healthcare settings who believed that lack of resources (such as time and staff) leads to dispiritedness, lack of respect, and absence of recognition (for both patients and staff) which severely diminished their ability to provide quality care. The metaphors of flashlight and hammer are used to elaborate nurses' possible responses to intolerable situations.
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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 | 0.002 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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