Encephalitis of the Basal Ganglia in an Injection Drug User
Bibliographic record
Abstract
A 24-year-old white female intravenous heroin user with osteogenesis imperfecta presented with a 3-day history of diminished level of consciousness. On physical examination, she was febrile to 39.1?C, tachycardic (pulse rate, 120 beats per minute), and had a blood pressure of 100/55 mm Hg. She was cachectic, with no evidence of recent trauma or oral thrush. She had pronounced nuchal rigidity, was mute with poor cooperation, had intermittent choreiform movements of the right arm, and had generalized hyperreflexia with bilateral ankle clonus and Babinski signs. Routine serological test results were within normal ranges, including a WBC count of 8500 cells/mm3 and a serum glucose level of 76 mg/dL. Serological test results were negative for HIV
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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 | 0.001 |
| 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".