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Record W2145479774 · doi:10.3109/01942638.2014.985414

Knowledge to Practice in Developmental Coordination Disorder: Utility of an Evidence-Based Online Module for Physical Therapists

2014· article· en· W2145479774 on OpenAlexaff
Lisa Rivard, Chantal Camden, Nancy Pollock, Cheryl Missiuna

Bibliographic record

VenuePhysical & Occupational Therapy In Pediatrics · 2014
Typearticle
Languageen
FieldPsychology
TopicChildren's Physical and Motor Development
Canadian institutionsMcMaster University
Fundersnot available
KeywordsPsychological interventionRelevance (law)Quality (philosophy)Medical educationEvidence-based practiceIdentification (biology)Applied psychologyKnowledge translationPsychologyProcess managementKnowledge managementMedicineComputer scienceNursingAlternative medicine

Abstract

fetched live from OpenAlex

AIMS: Developmental coordination disorder (DCD) is a chronic condition with potential negative health consequences. Therapists working with children with DCD need access to tailored, synthesized, evidence-based information; however a knowledge-to-practice gap exists. The aim of this study was to develop and evaluate the utility of an evidence-based online DCD module tailored to physical therapists' (PTs) needs. METHODS: Guided by the Knowledge to Action framework, we interviewed PTs working with children with DCD (n = 9) to identify their information needs. Their recommendations, along with synthesized DCD research evidence, informed module development. These PTs as well as others (n = 50) evaluated the module's usefulness. RESULTS: The module incorporated important content areas including: (1) identification; (2) planning interventions and goals; (3) evidence-based practice; (4) management; and (5) resources. Case scenarios, clinical applications, interactive media, links to resources, and interactive learning opportunities were also embedded. PTs perceived the module to be comprehensive and useful and provided feedback to improve module navigation. CONCLUSIONS: Involving end-users throughout the development and evaluation of an online PT DCD module contributed to its relevance, applicability, and utility. It will be important to evaluate whether use of this module improves the quality of services provided by PTs.

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 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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.843
Threshold uncertainty score0.971

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
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 head0.065
GPT teacher head0.396
Teacher spread0.331 · 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 teacher head, 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
Published2014
Admission routes1
Has abstractyes

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