Presenting With Status Epilepticus That Neurosyphilis: Case Report
Bibliographic record
Abstract
Syphilis; which is a sexually transmitted disease that is caused by the agent Treponema Pallidum has been seen less frequently with penicillin therapy. In recent years, with the emergence of HIV infection and the increasing number of patients with immune deficiency, syphilis has started being seen frequently and gained importance. If the patients with primary and secondary syphilis are not treated, approximately 7-9% of them may develop neurosyphilis. Meningovasculary syphilis is characterized with conditions such as hemiparesis, aphasia, visual loss, confusion that are caused by cortical and subcortical infarcts. Thirty-six year old male and 35-year-old male patients presented to our hospital with status epilepticus. We decided to discuss neurosyphilis cases with literature that presented with generalized seizures, mental confusion, hemiparesis and had MRI findings compatible with herpes simplex encephalitis and lesions that disappeared with antibiotic therapy. doi:10.4021/jnr102w
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.002 |
| Meta-epidemiology (narrow) | 0.003 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.002 |
| Science and technology studies | 0.003 | 0.002 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.005 | 0.003 |
| Insufficient payload (model declined to judge) | 0.003 | 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 source (direct Gemma or distilled Codex), 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".