Análisis de riesgo por exposición al Bisfenol-A (BPA) a través de la alimentación en población adulta española
Bibliographic record
Abstract
El Bisfenol-A es un disruptor endocrino de actividad estrogénica utilizado en la industria de los plásticos, incluidos algunos envases de uso alimentario, por lo que puede migrar al alimento. Dado que la mayor exposición se produce por vía alimentaria, en este trabajo se ha realizado una evaluación de riesgo en población española considerando el escenario de exposición más probable basado en la encuesta nacional de ingesta dietética española (ENIDE) y el escenario de exposición máxima razonable basado en consumo de conservas. Para dicha evaluación de riesgo se han aplicado los criterios de seguridad admitidos por la autoridad europea de seguridad alimentaria (EFSA) así como los recientemente propuestos por la agencia francesa de seguridad alimentaria, medioambiente y trabajo (ANSES).
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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 | 0.001 | 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".