Case Report: PERIODIC LIMB MOVEMENT DISORDERS AND SPELLS OF PROFOUND MUSCLE WEAKNESS DUE TO AIRBORNE AND DIETARY FACTORS IN HUMANS
Bibliographic record
Abstract
Periodic limb movement disorders and the restless legs syndrome, generally considered to be sleep disorders, have a combined prevalence of almost 10% of the general population and are more common in women than in men. Although reduced dopamine activity in central nervous system motor control pathways seems to play a role, little, other than a list of associated risk factors, is known about the conditions that initiate the episodes. We report three patients, two teenage girls and one female teacher, who developed periodic limb movement disorders associated with high mold counts in a classroom and the gymnasium in the girls' school, and in the ventilating system in the teacher's school. Their disorders occurred when they attended their schools and cleared when they did not. These findings, combined with an earlier report of three cases where the disordered movements were triggered by dietary factors, suggest that in some patients, periodic limb movement disorders may be induced by inhalant as well as by dietary factors. Although these 6 patients may represent a subgroup of people with periodic limb movement disorders, potential dietary and environmental triggers should be considered in the clinical evaluation of patients seeking treatment for periodic limb movement disorders.
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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 | 0.003 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.003 | 0.002 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.007 | 0.003 |
| Insufficient payload (model declined to judge) | 0.004 | 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".