Professional Ethics and Labor Disputes: Medicine and Nursing in the United Kingdom
Bibliographic record
Abstract
The term “industrial action” includes any noncooperation with management, such as strict “working to rule,” refusal of certain duties, going slow, and ultimately withdrawal of labor. The latter form of action, striking, has posed particular problems for professional ethics, especially in those professions that provide healthcare, because of the potential impact on patients' well-being. Examination of the issues, however, displays a difference in response between the healthcare professions, in particular between doctors and nurses. In considering the ethics of industrial (especially strike) action there are various aspects of professional ethics to consider: (1) whether there is a tension between industrial action and the very notion of professional ethics; (2) what specific issues arise in the case of healthcare professions; (3) what, if anything, can explain and/or justify different responses from the medical and nursing professions?
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.010 | 0.026 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.018 | 0.026 |
| Scholarly communication | 0.013 | 0.007 |
| Open science | 0.002 | 0.014 |
| Research integrity | 0.018 | 0.006 |
| Insufficient payload (model declined to judge) | 0.008 | 0.001 |
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 source (direct Gemma or distilled Codex), 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".