Hepatitis A on the territory of Belgrade in the period from 2006 to 2015
Bibliographic record
Abstract
Hepatitis A is an acute viral disease of the liver caused by hepatitis A virus. The infection is usually transmitted by contact, rarely by contaminated water and food. The disease is a significant epidemiological problem in many areas of the world, because of differences in the clinical presentation and the frequent asymptomatic infections. This document presents epidemiologic overview of hepatitis A in Belgrade between 2006 and 2015. Based on annual reports of prevention, containment and elimination of infectious diseases, in the observed period there's been a 16461 registered cases of intestinal infectious diseases with initial rate of incidence 99,19/100.000. Of all intestinal diseases cases, hepatitis A represents 5,15% (894). The average rate of illness caused by hepatitis A is 5,56 per 100.000 people. The condition is registered throughout the year, with a peak incidence in the autumn months. It affects people of all age groups, but is more common in school children and men. Of all hepatitis A cases, only 16,55% were registered as a part of epidemics, the most common type of contact. On the whole, the incidence of hepatitis A has a declining tendency.
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| 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 | 0.000 | 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 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".