Funcionalidade do apoio à família da criança com pneumonia
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
OBJECTIVE: To know the composition and functioning of the social support used by the family of children with pneumonia. METHODS: A qualitative study was carried out with fourteen families of children under five years old hospitalized for pneumonia, coming from regions of greater social vulnerability in a city in the state of São Paulo, from November 2015 to May 2016. The theoretical reference used was the Calgary Family Assessment Model, and the Bardin Thematic Content Analysis was used as method. RESULTS: The nuclear family and the extended family constitute the social support used; the support network accessed includes the Primary Health Care, Emergency Care Units and hospitals, observing intersectoral referral and counter-referral failure. FINAL CONSIDERATIONS: The family reorganization proved to be relevant and effective in times of crisis; the families seek the secondary level of health care to solve the illness of their child.
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 | 0.002 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.010 | 0.027 |
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