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Record W2884091999 · doi:10.3233/prm-170512

Healthcare professionals’ perspective on the delivery of care to children with Acquired Brain Injury (ABI) and communication with their parents

2018· article· en· W2884091999 on OpenAlexaffabout
Marghalara Rashid, Vera Caine, Amanda S. Newton, Helly Goez

Bibliographic record

VenueJournal of Pediatric Rehabilitation Medicine · 2018
Typearticle
Languageen
FieldMedicine
TopicCerebral Palsy and Movement Disorders
Canadian institutionsUniversity of Alberta
Fundersnot available
KeywordsFocus groupMultidisciplinary approachAcquired brain injuryPerspective (graphical)Health careRehabilitationPerceptionPsychologyNursingHealthcare deliveryMedicineBusinessSociology

Abstract

fetched live from OpenAlex

PURPOSE: The purpose of this study was to understand healthcare providers' perspective and responsivity to families' needs in rehabilitative care delivery for children with Acquired Brain Injury (ABI). METHODS: Three focus group sessions were conducted to explore and understand multidisciplinary healthcare professionals' (Hcps) perspectives about the care they deliver to parents of children with ABI. Convenience sampling was used to recruit healthcare providers (total sample size = 15) from a large rehabiliation centre of an urban setting in western Canada. Data was collected through semi-structured interviews and analysed thematically. RESULTS: Findings from this study revealed Hcps' perspectives on their day-to-day delivery of care and furthered our understanding of their challenges. It also increased our awareness about the rewards that Hcp gain as a result of their work. Five main themes emerged: (1) Getting back to normal; (2) Hsps' roles and perception; (3) Challenges in practices; (4) Practice rewards; (5) a focus on solutions/ideas for better healthcare delivery. CONCLUSION: Hcps' perspectives on their day-to-day delivery of care to families who have a child with ABI enhance our knowledge about the existing challenges and complexities. Findings from this study have significant implication for rehabilitation services in making rehabilitation goals more achievable for families of children with ABI.

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: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.093
Threshold uncertainty score0.265

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 head0.011
GPT teacher head0.316
Teacher spread0.304 · 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

Citations0
Published2018
Admission routes2
Has abstractyes

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