Case 1: Foot drop and numbness in a 16-year-old girl
Bibliographic record
Abstract
A 16-year-old girl presented with a two-week history of right foot drop and numbness along the dorsum of her right foot and anterolateral aspect of the lower limb. She also described a pinching pain behind the medial aspect of the right knee. There were no complaints of bowel or bladder incontinence, radiating back pain or saddle paresthesia. Review of systems revealed a three-month history of constipation, believed to be related to a two-year self-imposed dietary restriction. Her medical history included appendectomy as a child and a right patellar subluxation one year previously. The patient reported no recent trauma or previous neurological problems. Pertinent neurological findings included: weakness in right dorsiflexion (2 of 5), ankle eversion (4+ of 5) and toe extension (4+ of 5); decreased pin-prick sensation in the right anterolateral calf, dorsolateral aspect of the foot and webspace between the first and second toes; and dragging of the right foot during gait analysis, with impaired dorsiflexion on heel strike. All other neurological findings were normal. Her head circumference was 54 cm, height was 165 cm and weight was 47.5 kg. The patient’s body mass index was 17.4 kg/m2 (eighth percentile for age). Before food restriction, the patient had weighed 59 kg (body mass index 21.7 kg/m2, 70th percentile). At the time of presentation, she was awaiting hospital admission for treatment of a newly diagnosed eating disorder. Her general physical examination revealed no other pertinent findings. Further investigations confirmed the diagnosis and underlying cause.
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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 | 0.000 | 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".