Transformando la enfermería a través del conocimiento: resultados del programa de guías de buenas prácticas de la Registered Nurses’ Association of Ontario (RNAO)
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
El programa de Guías de Buenas Prácticas (BPG Program) fue lanzado en 1999 por la RNAO y fue financiado por el Ministerio de Salud de Ontario. El propósito de este programa, desde su inicio, ha sido apoyar a las enfermeras proporcionándoles guías basadas en la evidencia para el cuidado del paciente en diversos contextos y sectores de la salud. Con ya cincuenta y cuatro guías en inglés, y otros idiomas inclusive, en su mayoría traducidas al español, se facilita su aseso libre de costo a millones de enfermeras y demás profesionales sanitarios en todo el mundo (www.rnao.ca).
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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 | 0.001 | 0.002 |
| 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