Bibliographic record
Abstract
Sexually transmitted diseases represent a major public health problem and the advent of HIV infection during the past decade has highlighted the importance of infections spread by the sexual route. The purpose of this study was to report trends of gonorrhoea and early syphilis in the Belgrade population (about two million inhabitants) during the period 1985–99, and to discuss the data in the light of changes in gonorrhoea and syphilis rates in other countries of eastern Europe. Primary, secondary, and early latent syphilis (referred to as early syphilis) were defined using generally accepted criteria. For diagnosis of early syphilis the Venereal Disease Research Laboratory (VDRL) and Treponema pallidum haemagglutination (TPHA) tests were used. For diagnosis of gonorrhoea standard laboratory examination was used—that is, microscopy and inoculation on culture media. Reporting on syphilis and gonorrhoea is compulsory in Yugoslavia. In Belgrade all reports are sent to the municipal department for skin and venereal diseases. These reports were used as the source of data for incidence cases. The incidence rates for syphilis and gonorrhoea were calculated using data from the 1991 Yugoslav census for the Belgrade population. Age adjustment of yearly incidence was carried out by a direct method using the “World population” as the standard. Data about possible source of infection, provided on the official form for notification of syphilis and gonorrhoea, were also analysed. The early syphilis incidence rates in men showed a decreasing trend during the first half of the period observed, followed by an …
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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) | 0.000 | 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) | 0.000 | 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".