Nurse and midwifery prescribing in Ireland: A scope‐of‐practice development for worldwide consideration
Bibliographic record
Abstract
For 10 years, select Irish nurses and midwives who pass a rigorous 6 month theory and practical program can prescribe medications and other medicinal products. Given the need for timely, accessible, and affordable health-care services in all countries, this nursing/midwifery education and practice development is worthy of examination. Irish nurse/midwife prescribing occurred following long-term deliberative nursing profession advocacy, nursing education planning, nursing administration and practice planning, interdisciplinary health-care team support and complementary efforts, and government action. A review of documents, research, and other articles was undertaken to examine this development process and report evaluative information for consideration by other countries seeking to improve their health-care systems. Nurse/midwife prescribing was accomplished successfully in Ireland, with the steps taken there to initiate and establish nurse/midwife prescribing of value internationally.
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How this classification was reachedexpand
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 | 0.004 | 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 | 0.002 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".