Apuntes para el desarrollo de sistemas de vigilancia para la detección precoz del Virus del Oeste del Nilo.
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
A finales de 1999 se presentaron en los EstadosUnidos los primeros casos humanos producidos porel virus del Oeste del Nilo, el cual circulaba tan solo en el norte de Africa, Oriente Medio, el Caucaso,los Balcanes y la cuenca Mediterranea. Luego desu aparicion se ha extendido en dos anos a la mitadoccidental de los Estados Unidos, Canada y algunasislas del Caribe, por lo se espera se disemine portodo el continente ya que su principal reservorio sonlas aves, incluyendo las migratorias. En este articulose revisan los elementos fundamentales que se handescubierto de esta nueva epidemia, asi como lasrecomendaciones actuales sobre sistemas devigilancia del virus.
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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