Bibliographic record
Abstract
Zika virus infection, a mosquito-borne flavivirus that causes febrile illness associated with rash, has been rapidly emerging in the Western Hemisphere over the past few months. The virus was rarely identified until outbreaks occurred on Yap Island in the Federated States of Micronesia in 2007, Fresh Polynesia in 2013, and Easter Island in 2014 (Chen & Hamer, 2016). The virus was initially detected in Brazil in 2015, in the northeast, and was subsequently identified in other states and several South American countries, including Colombia, Ecuador, Suriname, Venezuela, French Guyana, and Paraguay. Local transmission has been documented in Central America in countries such as Panama, El Salvador, Honduras, and Guatemala and in the Caribbean countries of Martinique, Puerto Rico, Dominican Republic, Haiti and Mexico (Chen & Hamer, 2016). Transmission of the virus has also been detected in travelers returning from infected regions to nonendemic countries, including United States, Canada, Japan, and Western Europe (Chen & Hamer, 2016). As of between January 01, 2015 to June 29, 2016 in the United State States there were no locally acquired mosquito-borne cases reported , with 934 travel- associated cases , 1 laboratory acquired case to a total of 935 cases. This included 13 sexual transmitted and 4 Guillain- Barre syndrome cases. With United State territories reporting 2,020 locally acquired cases, 6 travel- associated cases and 10 Guillain- Barre syndrome cases (CDC, 2016).
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 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) | 0.001 | 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 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".