The Nurse's Role in Addressing Unmet Treatment and Management Needs of Patients With Rheumatoid Arthritis: Delphi-Based Recommendations
Why this work is in the frame
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Bibliographic record
Abstract
PURPOSE: Evaluate nurse's role in management of patients with rheumatoid arthritis (RA). METHODS: Modified Delphi with two rounds of questionnaires, followed by in-person meeting. International group of 12 nurses experienced with RA patients receiving biologic therapy. FINDINGS: Nurses often spend more time with patients than doctors do. Nurse is in unique position to explore patient needs; educate about treatment, administration, product storage, and self-injection technique; determine readiness for and understanding of treatment; monitor safety and progress; and coordinate care within multidisciplinary setting. CONCLUSIONS: Nurse's role is complex and vitally important to optimal RA patient care. Additional nurse involvement may address unmet needs. IMPLICATIONS FOR NURSING PRACTICE: Rheumatology nurses can address unmet patient needs by expanding current roles and by adopting additional functions.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 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 it