MétaCan
Menu
Back to cohort
Record W4385563734 · doi:10.1080/09593985.2023.2244067

Family-professional collaborative intervention via telehealth with an infant with Down syndrome and visual impairment: a case report

2023· article· en· W4385563734 on OpenAlexaboutno aff
Lara de Almeida Rodrigues, Aline de Melo, Náguia Letícia de Medeiros, Ana Resende Camargos

Bibliographic record

VenuePhysiotherapy Theory and Practice · 2023
Typearticle
Languageen
FieldMedicine
TopicCerebral Palsy and Movement Disorders
Canadian institutionsnot available
Fundersnot available
KeywordsTelehealthIntervention (counseling)Psychological interventionRehabilitationTest (biology)Occupational therapyPsychologyMedicineScale (ratio)Physical therapyNursingTelemedicineHealth care

Abstract

fetched live from OpenAlex

BACKGROUND: Collaborative interventions, involving partnerships between professionals and families, make it possible to actively engage families in the rehabilitation process. However, no study was found that used a physiotherapy intervention via telehealth for infants with Down syndrome (DS). OBJECTIVE: Describe the case report of a family-professional collaborative intervention via telehealth for an infant with Down syndrome and visual impairment during the COVID-19 pandemic. CASE DESCRIPTION: A male infant five months old participated in a collaborative intervention for a period of eight weeks. Three goals were set with the family, and a goal-oriented home program, involving visual stimulation strategies, was organized. OUTCOMES: Two goals were achieved. The family scored changes in performance and satisfaction with the infant's performance according to the adapted Canadian Occupational Performance Measure. Improvement of motor skills was verified by Alberta Infant Motor Scale and changes in mobility and daily activities performance were measured by the Pediatric Evaluation of Disability Inventory - Computer Adaptive Test. CONCLUSION: The use of family-professional collaborative intervention via telehealth during the COVID-19 pandemic shows promising results for achieving the goals established by the family collaboratively with the physical therapists.

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)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Case report · Consensus signal: Case report
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.008
Threshold uncertainty score0.016

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.004
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0030.001
Scholarly communication0.0010.001
Open science0.0010.002
Research integrity0.0030.003
Insufficient payload (model declined to judge)0.0010.000

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 head0.010
GPT teacher head0.364
Teacher spread0.354 · 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 designCase report
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

Citations3
Published2023
Admission routes1
Has abstractyes

Explore more

Same venuePhysiotherapy Theory and PracticeSame topicCerebral Palsy and Movement DisordersFrench-language works237,207