Estratificação Econômica e a Mortalidade em Menores de até 5 anos em Augustinópolis, Tocantins
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
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.
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.003 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.003 |
| Insufficient payload (model declined to judge) | 0.020 | 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 it