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Record W3161503688 · doi:10.1126/sciadv.abf2066

Pathogenic variants in <i>SMARCA5</i> , a chromatin remodeler, cause a range of syndromic neurodevelopmental features

2021· article· en· W3161503688 on OpenAlexaff
Dong Li, Qin Wang, Naihua N. Gong, Alina Kurolap, Hagit Baris Feldman, Nikolas Boy, Melanie Brügger, Katheryn Grand, Kirsty McWalter, María J. Guillen Sacoto, Emma Wakeling, Jane A. Hurst, Michael March, Elizabeth Bhoj, Małgorzata J.M. Nowaczyk, Claudia Gonzaga‐Jauregui, Mariam Mathew, Ashita Dava-Wala, Amy Siemon, Dennis Bartholomew, Yue Huang, Hane Lee, Julián A. Martínez-Agosto, Eva Maria Christina Schwaibold, Theresa Brunet, Daniela Choukair, Lynn Pais, Susan M. White, John Christodoulou, Dana Brown, Kristin Lindstrom, Theresa A. Grebe, Dov Tiosano, Matthew S. Kayser, Tiong Yang Tan, Matthew A. Deardorff, Yuanquan Song, Håkon Håkonarson

Bibliographic record

VenueScience Advances · 2021
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicChromatin Remodeling and Cancer
Canadian institutionsMcMaster University
FundersNational Human Genome Research InstituteNIH Office of the DirectorNational Heart, Lung, and Blood InstituteNational Institutes of HealthNational Institute for Health and Care ResearchMurdoch Children's Research InstituteNational Institute of Neurological Disorders and StrokeChildren’s Hospital of Wisconsin Research InstituteState Government of VictoriaBroad InstituteWellcome Trust
KeywordsChromatinComputational biologyComputer scienceGeneticsBiologyDNA

Abstract

fetched live from OpenAlex

Exome sequencing and Drosophila modeling revealed variants in SMARCA5 as a novel cause of a neurodevelopmental disorder.

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 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: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.042
Threshold uncertainty score0.444

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 head0.010
GPT teacher head0.266
Teacher spread0.257 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
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

Citations32
Published2021
Admission routes1
Has abstractyes

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