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Record W4417216755 · doi:10.1002/ajmga.70023

Psychiatric Comorbidities and Treatment Modalities in Children With Osteogenesis Imperfecta: A Systematic Review of Mental Health

2025· review· en· W4417216755 on OpenAlexaff
Julia Morales, Camille Francesca Villar, Beatriz Varman, Gianna M. Colombo, Danqi Li, Sarah J. Sadek, Marie‐Eve Robinson, Chaya N. Murali, Kara Ayers, Jocelyn Gomez, Brendan Lee, V. Reid Sutton, Eric A. Storch, Andrew D. Wiese

Bibliographic record

VenueAmerican Journal of Medical Genetics Part A · 2025
Typereview
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 Arthritis and Musculoskeletal and Skin Diseases
KeywordsPsychosocialPsychological interventionMental healthAnxietyDepression (economics)PopulationDistressComorbidityMEDLINE

Abstract

fetched live from OpenAlex

To evaluate the prevalence of psychiatric signs and symptoms and describe psychotherapeutic and psychopharmacological interventions among children with osteogenesis imperfecta (OI). PRISMA guidelines were followed, and the study was registered in PROSPERO (CRD42024588284). Studies (n = 1419) were identified across five databases. Eligible studies, identified by independent reviewers, included peer-reviewed research on psychiatric comorbidities or interventions in children with OI. Data extraction included study design, population characteristics, mental health outcomes, and treatment effectiveness, with all studies assessed for quality and bias. Findings were synthesized to evaluate the prevalence of psychiatric comorbidities and intervention effectiveness. Five articles met inclusion criteria after screening and full-text review. Although the included studies varied in design and outcome measures, they reported elevated signs and symptoms of anxiety and depression in children with OI, particularly those with severe phenotypes. Qualitative findings highlighted subclinical psychosocial burdens, including emotional distress and social isolation. No studies evaluated psychotherapeutic or psychopharmacological interventions. This systematic review provides the first comprehensive analysis of psychiatric comorbidities in children with OI, revealing a critical lack of research on psychiatric comorbidities in children with OI. These gaps highlight an urgent need for targeted mental health studies to inform screening and integrated care for this population.

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)0.005
metaresearch head score (Gemma)0.022
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: Systematic review
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.010
Threshold uncertainty score0.028

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.022
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0060.006
Bibliometrics0.0090.010
Science and technology studies0.0010.001
Scholarly communication0.0020.002
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0050.000

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 head0.016
GPT teacher head0.359
Teacher spread0.343 · 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 designSystematic review
Domainnot available
GenreReview

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
Published2025
Admission routes1
Has abstractyes

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Same venueAmerican Journal of Medical Genetics Part ASame topicConnective tissue disorders researchFrench-language works237,207