Neurocysticercosis in Epileptic Patients Seen in the Emergency Department of the Municipality of Piedade, Sao Paulo
Bibliographic record
Abstract
Background: Neurocysticercosis (NCC) is a parasitic disease that affects the central nervous system. Its main clinical manifestation is seizures. The objective of this study was to investigate the prevalence of NCC in epileptic patients seen in the Emergency Department of the Municipality of Piedade, Sao Paulo. Methods: A total of 136 patients with a history of seizures seen in the Municipal Emergency Department of Piedade/SP were evaluated. Results: There were 24 confirmed cases of NCC among the 136 patients with seizures, corresponding to a prevalence of 17.6%. Conclusion: An important prevalence of NCC was observed in the sample studied. Measures to raise the awareness of the population about the disease and preventive strategies should be adopted by the competent bodies. J Neurol Res. 2017;7(1-2):1-4 doi: https://doi.org/10.14740/jnr418e
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 | 0.003 | 0.002 |
| 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 | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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".