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Record W4402837408 · doi:10.1080/02739615.2024.2403482

Qualitative investigation of school experiences in children with osteogenesis imperfecta

2024· article· en· W4402837408 on OpenAlex
Julia Morales, Andrew D. Wiese, Whitney S. Shepherd, Gianna M. Colombo, Selena Guo, Justin Qian, W. Conor Rork, Hannah Cho, Kristin M. Kostick, Dianne Nguyen, Erin M. Carter, Michelle L. Fynan, Members Of the BBDC, Chaya N. Murali, Marie‐Eve Robinson, Sophie C. Schneider, Brendan Lee, V. Reid Sutton, Eric A. Storch

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueChildren s Health Care · 2024
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicConnective tissue disorders research
Canadian institutionsUniversity of Ottawa
FundersEunice Kennedy Shriver National Institute of Child Health and Human DevelopmentNational Institute of Dental and Craniofacial ResearchNational Center for Advancing Translational SciencesNational Institute of Arthritis and Musculoskeletal and Skin DiseasesNational Institute of Mental HealthNational Institutes of Health
KeywordsOsteogenesis imperfectaMedicineQualitative researchPsychologyDevelopmental psychologySociologyAnatomySocial science

Abstract

fetched live from OpenAlex

Osteogenesis imperfecta (OI) is a rare genetic chronic condition leading to fragile bones and frequent bone fractures with wide-reaching health implications. Current literature suggests that children with chronic diseases face unique challenges at school, yet research regarding educational concerns among those with OI is limited. The present study involved qualitative analysis of semi-structured interviews with 10 children with OI and 12 caregivers of a child with OI. Children and caregivers participated in the interviews individually; they were not dyads of participants. Half of the caregivers who participated had OI themselves. The interviews were coded, and six themes were identified: (1) diverse school accommodations; (2) OI-related factors affecting children's academics; (3) OI-related physical differences regarding physical activities; (4) children's varying social dynamics; (5) variability in children's emotions with OI at school; and (6) psychosocial experiences of caregivers in their child's education. Findings suggest that OI has unique academic, social, physical, and emotional implications for children and their caregivers, and specific accommodations may be necessary to achieve academic success.

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)0.000
metaresearch head score (Gemma)0.000
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 score0.073
Threshold uncertainty score0.473

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
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 head0.020
GPT teacher head0.370
Teacher spread0.350 · 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