Estratificação Econômica e a Mortalidade em Menores de até 5 anos em Augustinópolis, Tocantins
Bibliographic record
Abstract
The study aims to analyze the relationship between economic stratification and mortality in children under 5 years of age in the city of Augustinópolis, Tocantins. This is a descriptive research with a quantitative approach of documentary nature, using the Household and Territorial Registration Report of the Department of Primary Care (e-SUS) from 2015 to 2018 and the Report of the Mortality Information System (SIM) of the Frequency of Infant Deaths from 2012 to 2018. The study showed the existence of local economic disparities, as in 2018, 17.05% of families had as income only ¼ (one quarter) or half the minimum wage. There is a jump in the mortality rate from 2013 to 2014, a period of slowdown in the Brazilian economy. In 2017, an increase in the local economy was observed, which in line with this was shown to be a shorter period of mortality. It is believed that mortality rates need to be seen from an economic point of view, so that strategies are put in place to improve the population's living conditions.
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| 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) | 0.002 | 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 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".