The historical social positioning of nursing and medicine: implications for career choice, early socialization and interprofessional collaboration
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
For almost half a century, research has identified that effective teamwork is essential in order to enhance care provision and health outcomes for patients. Although the value of teamwork is well-recognized in healthcare, the historically rooted dynamics of workplace relationships create a myriad of challenges to creating collaborative teams. Understanding the history of interpersonal dynamics between health professionals can provide direction for future interprofessional education and collaboration strategies. The aim of this paper is to provide a historical overview of the social positioning of nursing and medicine in the context of interprofessional collaboration. Few professions work as closely as nursing and medicine. Despite the well-recognized benefits of interprofessional collaboration, these two professions are often socially positioned in opposition to one another and depicted as adversarial. This analysis will seek to advance our understanding of the historical roots between these two professions and their relationships with and among each other in relation to career choice, early socialization and patient care delivery. An exploration of the historical social positioning of nursing and medicine can provide an enhanced understanding of the barriers to interprofessional collaboration and inform future successes in interprofessional education and practice among all health and social care professions.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.003 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 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