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Motor Proficiency and Occupational Performance in Children With Leukemia Across Age Groups: A Cross-Sectional Study

2025· article· en· W7115589228 on OpenAlex

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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueRehabilitation Oncology · 2025
Typearticle
Languageen
FieldMedicine
TopicChildhood Cancer Survivors' Quality of Life
Canadian institutionsnot available
Fundersnot available
KeywordsGross motor skillMotor skillActivities of daily livingPsychological interventionPsychomotor learningOccupational therapyChildhood leukemiaLeukemia

Abstract

fetched live from OpenAlex

Background: Motor disability represents a major challenge in children with leukemia, profoundly affecting their ability to perform activities of daily living. The aim of this study is to examine the relationship between motor proficiency and the ability to perform daily tasks in children with leukemia who are not attending school during treatment. Methods: This cross-sectional study was conducted in a Pediatric Oncology Department and included 102 children with leukemia aged 6 to 17 years. Occupational performance was assessed using the Canadian Occupational Performance Measure (COPM), and motor skills were evaluated with the Bruininks-Oseretsky Test of Motor Proficiency–Short Form (BOTMP-SF). Results: Approximately half of the participants were high school students, with 54.9% being male. COPM and BOTMP-SF differed significantly between age groups ( P < .05). BOTMP-SF fine and gross motor proficiency found significant differences between primary, secondary, and high school age groups for gross motor proficiency ( P < .05). Conclusion: The relationship between motor proficiency and participation in activities of daily living in children with leukemia has a crucial impact on occupational performance. In this context, it is important to implement specific interventions that take into account the age-specific needs of children with cancer.

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.

Full frame distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.005
Threshold uncertainty score0.576

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.019
GPT teacher head0.386
Teacher spread0.366 · 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