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Record W4399200708 · doi:10.1093/pch/pxae004

Les soins aux enfants et aux adolescents ayant la paralysie cérébrale (aux niveaux III à V du GMFCS)

2024· review· fr· W4399200708 on OpenAlexaffabout
Scott McLeod, Amber Makino, Anne Kawamura

Bibliographic record

VenuePaediatrics & Child Health · 2024
Typereview
Languagefr
FieldMedicine
TopicCerebral Palsy and Movement Disorders
Canadian institutionsCanadian Paediatric Society
Fundersnot available
KeywordsHumanitiesGynecologyPhysicsMedicineArt

Abstract

fetched live from OpenAlex

La paralysie cérébrale (PC) est l'incapacité physique la plus fréquente chez les enfants canadiens. Les soins complets des enfants ayant la PC, qui sont capables de marcher et qui fonctionnent aux niveaux I et II du système de classification de la fonction motrice globale (GMFCS) sont déjà exposés dans un point de pratique. Le présent document complémentaire traite des soins aux enfants ayant la PC qui fonctionnent aux niveaux III à V du GMFCS. Ceux qui fonctionnent aux niveaux III et IV du GMFCS utilisent des dispositifs d'assistance comme des déambulateurs, des cannes ou des aides à la mobilité motorisées, tandis que ceux qui fonctionnent au niveau V du GMFCS ont besoin d'assistance à la mobilité comme un fauteuil roulant manuel. Le présent document contient un aperçu des principaux concepts relatifs à la détection précoce, aux services de réadaptation et aux possibilités de traitement pour les enfants présentant ces niveaux de PC, conjointement avec des ressources pratiques pour contribuer à la surveillance de la santé assurée par les pédiatres qui s'occupent de cette population.

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)0.001
metaresearch head score (Gemma)0.005
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: none
Teacher disagreement score0.034
Threshold uncertainty score0.067

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.005
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.001
Science and technology studies0.0010.001
Scholarly communication0.0020.001
Open science0.0010.001
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 head0.042
GPT teacher head0.369
Teacher spread0.326 · 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 designNot applicable
Domainnot available
GenreReview

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

Citations0
Published2024
Admission routes2
Has abstractyes

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