HOMENS DA ILHA DE PAQUETÁ-AÇÕES DE ENFERMAGEM BASEADAS NO MODELO CALGARY
Bibliographic record
Abstract
"Objetivo: Refletir sobre a experiência de uma prática educativa de promoção da saúde direcionada a um grupo de homens da Ilha de Paquetá. Método : Estudo exploratório com abordagem qualitativa. Resultados : O volume de dados coletados permitiu delinear a primeira fase do processo de enfermagem, o histórico dos sujeitos. Uma população de homens que trabalhavam na Ilha, tendo estudado até a nona série do ensino fundamental, casados, moravam com a família, possuíam uma renda média de seis salários mínimos (IBGE, 2000) , mantenedores ou dividiam os gastos com a esposa. Conclus ão : O grupo conseguiu desmistificar essas idéias e aprender que os novos modelos e os ideais trazidos por eles são mais relevantes e conseguem atingir com facilidade a população."
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.
How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.006 | 0.012 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.005 | 0.005 |
| Scholarly communication | 0.008 | 0.004 |
| Open science | 0.002 | 0.006 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.008 | 0.001 |
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 source (direct Gemma or distilled Codex), 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".