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6118 Psychiatric comorbidity in juvenile idiopathic arthritis: a literature review

2024· review· en· W4401131184 on OpenAlexaboutno aff
Chibuchi Amadi-Livingstone, Shveta Chana

Bibliographic record

Venuenot available
Typereview
Languageen
FieldHealth Professions
TopicAdolescent and Pediatric Healthcare
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineSuicidal ideationDepression (economics)ComorbidityPsychiatryAnxietyCohortPopulationMental healthPediatricsInternal medicinePoison controlSuicide preventionEmergency medicine

Abstract

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Objectives Depression is a significant comorbidity in pediatric patients with chronic diseases, including Juvenile Idiopathic Arthritis (JIA).1 This literature review aims to investigate the prevalence, risk factors comprehensively, and outcomes of depression and anxiety disorders in JIA patients, shedding light on the need for mental health screening and support in pediatric rheumatology care. Methods A systematic search was conducted using Proquest (BNI, MEDLINE databases), with search terms ‘Juvenile Idiopathic Arthritis’ AND ‘mental health’ in the title and abstract. A total of 43 studies were initially identified, and through title and abstract screening, 18 studies remained. After a full-text review, 4 studies were included in this review. Results The review encompassed studies from different countries, providing a multifaceted perspective on the mental health of JIA patients. The key findings are as follows: Prevalence and Risk Factors: JIA patients exhibit a higher prevalence of depressive symptoms, clinically diagnosed depression, and suicidal ideation than the general pediatric population[2]. Risk factors include chronic pain, functional limitations, medication use, and the burden of frequent medical examinations. A significant portion of patients, often newly diagnosed, experience clinical depression, emphasizing the importance of early detection and intervention.2 Psychiatric Disorders in Incident JIA Patients: A cohort study in Finland identified a higher frequency of psychiatric diagnoses, especially among female JIA patients.3 Age at onset of JIA appeared to influence the risk of psychiatric illnesses, suggesting potential windows for intervention. Parental Socioeconomic Status: Danish national registers revealed that children with JIA had a 17% higher risk of psychiatric diagnoses, particularly depression and adjustment disorders, compared to their peers. This association was not influenced by parental socioeconomic status.4 Adolescents in Canada: A study in a Canadian sample of adolescents with JIA reported high rates of symptoms of major depressive disorder and panic disorder, highlighting the pressing need for mental health screening protocols and services.5 Conclusion This literature review underscores the substantial prevalence of depression and anxiety in JIA patients, necessitating a shift toward routine screening for psychiatric comorbidities in pediatric rheumatology care. There is an urgent need for standardized assessment tools and a systematic pathway to refer affected children to mental health professionals. Mental health screening should be incorporated into initial pediatric rheumatology assessments and periodic reviews, particularly during periods of increased disease activity. This comprehensive understanding of the mental health burden in JIA patients advocates for a holistic approach to their care, addressing both somatic and psychological well-being, ultimately enhancing their overall quality of life. References Depression and other common mental disorders: global health estimates, World Health Organization 2017. Prevalence and risk factors of depressive symptoms in children and adolescents with juvenile idiopathic arthritis, Johanna Roemer, 2023. Minna S Kyllone. Psychiatric disorders in incident patients with Juvenile idiopathic arthritis- a case-control cohort study 2021. Psychiatric morbidity is common among children with juvenile idiopathic arthritis – a national matched cohort study. Lydia Li. High rates of symptoms of major depressive disorder and panic disorder in a canadian sample of adolescents with juvenile idiopathic arthritis 2023.

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)0.002
metaresearch head score (Gemma)0.008
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 score0.013
Threshold uncertainty score0.025

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.008
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0030.003
Bibliometrics0.0130.012
Science and technology studies0.0010.000
Scholarly communication0.0020.002
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0070.001

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 head0.114
GPT teacher head0.488
Teacher spread0.374 · 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".

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Citations0
Published2024
Admission routes1
Has abstractyes

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