Electromagnetic Fields Exposure From Extra High Voltage Transmission On Public Health: A Case-Control Study in Three Districts In Central Java
Why this work is in the frame
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Bibliographic record
Abstract
This study is to prove the effect of electromagnetic field exposure from 500 kV Extra High Voltage Transmission to the incidence of electrical sensitivity and the extent of the risk of electrical sensitivity incidence on the population residing in areas/in the proximity of 500 kV transmission facilities compared to residents who do not live under it. The study design employed is the case-control observational analytic epidemiology, and qualitative study, with 249 samples, consisted of 83 cases and 166 controls. The study was conducted in Pekalongan municipality, Pemalang municipality and Tegal municipality, all in Central Java. The results show that there are some effects of the electromagnetic field 500 kV electricity transmission exposure with the incidence of electrical sensitivity. Moreover, the electrical sensitivity incidence on the residents living under 500 kV electricity transmission is 5.8 times compared to those who do not live under 500 kV electricity transmission.
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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 | 0.004 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it