Liderança em enfermagem e capacitação no contexto da atenção primária à saúde – uma parceria canadense-brasileira
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
O programa Liderança em Enfermagem e Capacitação no Contexto da Atenção Primária à Saúde é uma parceria canadense-brasileira criada em 2009 e implementada em 2010, entre a Faculdade de Enfermagem S. Lawrence Bloomberg, Universidade de Toronto (LSBFN), e o Ministério Brasileiro da Saúde (MS), Conselho Nacional de Secretarias de Estado de Saúde (Conass), Conselho Nacional de Secretarias Estaduais, Secretaria Estadual de Saúde de Mato Grosso do Sul (SESMS), Secretaria Estadual de Saúde do Acre (Sesac), Universidade Federal do Acre (Ufac) e Universidade Federal do Mato Grosso do Sul (UFMS).
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 | 0.005 | 0.002 |
| Meta-epidemiology (narrow) | 0.003 | 0.003 |
| Meta-epidemiology (broad) | 0.003 | 0.001 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.005 | 0.001 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.003 | 0.008 |
| Insufficient payload (model declined to judge) | 0.018 | 0.026 |
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