KEJADIAN PNEUMONIA PADA BATITA DI WILAYAH KERJA PUSKESMAS SUKAMERINDU KOTA BENGKULU
Bibliographic record
Abstract
Pneumonia is an infection or inflammation of the lower respiratory tract that involves the alveoli and bronchioles. Risk factors for pneumonia which occurs in boys aged 1-3 years with a skinny body weight. Pneumonia is the leading cause of death of infants and toddlers in Indonesia with a total percentage (23.6%), which is the largest proportion of all-cause mortality in infants and toddlers. This study used a descriptive design, with a population of children aged 1-3 years which amounted to 51 people, technique data sampling was used Total Sampling, data collection secondary techniques, data obtained by existing records in health centers (patient registers). The results showed that the majority (60.8%) children aged 13-24 months, the majority (72.5%) child-sex male, and most (56.9%) children were in the category of lean body weight. It is recommended to parents, especially mothers to be able to take precautions against the occurrence of pneumonia, such as providing adequate nutrition to children so that children are not malnourished which can increase the risk of pneumonia
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 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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 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 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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 teacher head, 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".