MétaCan
Menu
Back to cohort
Record W2803593910 · doi:10.1093/pch/pxy054.086

CHROMOSOMAL MICROARRAY TESTING IN A DEVELOPMENTAL PAEDIATRICS SETTING

2018· article· en· W2803593910 on OpenAlexaff
Brock Jenkin, C. W. Mitchell

Bibliographic record

VenuePaediatrics & Child Health · 2018
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicGenomic variations and chromosomal abnormalities
Canadian institutionsWestern University
Fundersnot available
KeywordsReferralMedicineAutism spectrum disorderPediatricsMedical diagnosisAutismPervasive developmental disorderRetrospective cohort studyPsychiatryFamily medicinePathology

Abstract

fetched live from OpenAlex

Abstract BACKGROUND Current guidelines recommend chromosomal microarray (CMA) testing as a first line etiologic investigation for developmental disorders such as intellectual disability or autism spectrum disorder (ASD). How often a copy number variation (CNV) is found, a definitive etiologic diagnosis is made and a change in clinical management occurs has not been well studied in a community setting. OBJECTIVES The study objective was to examine the real world use of CMA testing in a developmental paediatric setting: the prevalence of positive results and management decisions. DESIGN/METHODS This was a retrospective, descriptive study. The charts of 170 children seen by a single developmental paediatrician in a small city over a 7 year period (2010 - 2017) were reviewed. Referrals were received from both urban and rural communities. Information regarding reason for referral, clinical diagnosis, requests for CMA testing, test results and subsequent management decisions were extracted. The patient age ranged from 1 to 18 years (average 5.1 years). Children were referred for a wide variety of developmental and behavioural problems. Developmental delay, disruptive behavior, possible autism spectrum disorder or speech delay were the most common reasons for referral. Children were considered for CMA testing according to published guidelines. The most common clinical diagnoses in referred children were attention deficit hyperactivity disorder (ADHD), ASD and global developmental delay (GDD). Clinical management decisons were obtained from the medical chart and included follow-up visits. RESULTS CMA testing was recommended for 78 children, of which 65 had CMA testing completed (83%). Of these, 15 (23%) had an abnormal result and 6 (9%) were deemed pathogenic. The most common finding was a CNV at 2p16.3 in 2 children (3%). Of the children with pathogenic CNVs, 3 (50%) had more than one CNV. One child had a previously diagnosed trisomy X. One child with normal CMA had further testing, and a genetic diagnosis of atypical Rett Syndrome was made. The primary management decisions based on the CMA test results included parent education, genetic counselling and prognosis clarification. CONCLUSION In a developmental paediatrics setting, the use of CMA testing for first-line etiologic assessment in children with developmental disorders obtains positive results in close to 10% of tested children. This is similar to previously published results. Approximately 1/6 tested children had results of uncertain significance which require further study over time.

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)0.008
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.004
Threshold uncertainty score0.012

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.008
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.002
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0040.000

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 head0.014
GPT teacher head0.236
Teacher spread0.222 · 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 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 routes1
Has abstractyes

Explore more

Same venuePaediatrics & Child HealthSame topicGenomic variations and chromosomal abnormalitiesFrench-language works237,207