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Record W1421559795

Restless legs syndrome in children.

2006· article· en· W1421559795 on OpenAlexaboutno aff
Murali Maheswaran, Clete A. Kushida

Bibliographic record

VenuePubMed · 2006
Typearticle
Languageen
FieldMedicine
TopicRestless Legs Syndrome Research
Canadian institutionsnot available
Fundersnot available
KeywordsRestless legs syndromeGrowing painsPopulationPediatricsPsychologyPsychiatryMedicineNeurology
DOInot available

Abstract

fetched live from OpenAlex

Restless legs syndrome (RLS) is a neurologic disorder that was first described in the medical literature by T. Willis in 1672.[1,2] More than 250 years later, in 1945, Karl Ekbom applied the phrase “restless legs” to the syndrome.[3,4] Ekbom later wrote a paper on “growing pains” and “restless legs” and differentiated between them because growing pains were generally presumed to last only through childhood, whereas RLS had an early onset but was believed to persist into adulthood.[3–5] In 1960, Brenning noted that complaints of growing pains in children correlated with a higher risk of developing RLS-like symptoms as adults.[3,4] Primary RLS is believed to be an autosomal dominant disorder and, recently, scientists located a gene associated with RLS susceptibility on chromosome 12q for French-Canadian families, 14q for an Italian family, and 9p for 2 American families.[6,7] RLS is a sensory and motor disorder characterized by an uncontrollable sensation in the legs accompanied by an irresistible urge to move the legs, which usually results in partial or complete resolution immediately, albeit transiently.[7] There are many subtle variations of this disorder. To complicate matters, the diagnosis is purely clinical and thus depends on accurate historians to convey their subjective complaints. This poses a problem, especially in children. Consequently, RLS in children is believed to be underdiagnosed. Because primary care physicians typically comprise the frontline for the diagnosis and treatment of this disorder, accurate assessment by this physician population is critical. Children with RLS can present with conduct problems including aggression, inattention, hyperactivity, and daytime somnolence because of an inability to sleep or difficulty maintaining sleep. These symptoms may result from an associated periodic limb movement disorder (PLMD) or other problems such as aches and pains.[8] The consequences of RLS can be serious and include unsatisfactory performance in school, poor social development, and abnormal social interactions resulting in incorrect diagnoses of various psychiatric illnesses, including attention deficit hyperactivity disorder (ADHD), among others. Readers are encouraged to respond to George Lundberg, MD, Editor of MedGenMed, for the editor's eyes only or for possible publication via email: ten.epacsdem@grebdnulg

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.006
Threshold uncertainty score0.020

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0000.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0060.001

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.

Opus teacher head0.022
GPT teacher head0.261
Teacher spread0.238 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

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".

Quick stats

Citations20
Published2006
Admission routes1
Has abstractyes

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