A Case of MRI Negative Metronidazole-Induced Encephalopathy and Recovery of Electroencephalography at Follow-Up
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Metronidazole-induced encephalopathy (MIE) is an uncommon disease, presenting potentially with reversible acute developing encephalopathy due to the use of metronidazole. A 68-year-old female presented with a history of 1-week progressive confusion under metronidazole treatment. After discontinuation of metronidazole, her consciousness nearly totally recovered and normalization of electroencephalography (EEG) findings was ensured. On the basis of this patient, the diagnosis of MIE will be emphasized even in circumstances of negative magnetic resonance imaging (MRI) results. Dramatic recovery of EEG findings after treatment (solely discontinuation of metronidazole) will be demonstrated. J Neurol Res. 2016;6(4):81-84 doi: http://dx.doi.org/10.14740/jnr386w
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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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 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 it