{"id":"W4402347849","doi":"10.1186/s11689-024-09570-9","title":"Specific EEG resting state biomarkers in FXS and ASD","year":2024,"lang":"en","type":"article","venue":"Journal of Neurodevelopmental Disorders","topic":"Genetics and Neurodevelopmental Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Queen's University; Centre Hospitalier Universitaire Sainte-Justine; McMaster University; Holland Bloorview Kids Rehabilitation Hospital; University of Ottawa; University of Alberta; Université de Montréal","funders":"Canadian Institutes of Health Research; Azrieli Foundation; Simons Foundation Autism Research Initiative; Natural Sciences and Engineering Research Council of Canada; Fondation Brain Canada","keywords":"Fragile X syndrome; Electroencephalography; Autism spectrum disorder; Intellectual disability; Resting state fMRI; Audiology; Psychology; Autism; Neuropsychology; Neurotypical; Cognition; Correlation; Developmental psychology; Neuroscience; Medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003990092,0.0004070947,0.0002697866,0.0007786022,0.0001271593,0.0004167697,0.0001444664,0.0003128448,0.001355142],"category_scores_gemma":[0.001523636,0.00008750809,0.0002050255,0.0003352513,0.0002078266,0.0002732432,0.0003231979,0.0002283762,0.0001296547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001831939,"about_ca_system_score_gemma":0.000130006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008436385,"about_ca_topic_score_gemma":0.0009719937,"domain_scores_codex":[0.9998277,0.0000285338,0.00003401528,0.00005585103,0.00003478121,0.00001902665],"domain_scores_gemma":[0.9993182,0.0001592343,0.0003408263,0.00002830332,0.000080447,0.00007296706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009614663,0.0000849139,0.9600925,0.0001164108,0.0001274814,0.001250208,0.0003785297,0.0001459021,0.01758714,0.00006134836,0.0001229477,0.01907125],"study_design_scores_gemma":[0.000003975873,0.0001962205,0.9976581,0.00000703932,0.00001805308,0.001255718,0.0001221807,0.00008909417,0.0005136107,0.00003208106,0.0001016882,0.000002162732],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984946,0.0005519537,0.0003275933,0.00002336547,0.000005480821,0.00001119259,0.0001884909,0.000008981685,0.0003883187],"genre_scores_gemma":[0.998767,0.0002524969,0.0004579725,0.00001019928,0.000006825931,0.00001648658,0.0003569004,0.000002615089,0.0001295524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001355142,"threshold_uncertainty_score":0.00453341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009113204076045054,"score_gpt":0.2339605482175368,"score_spread":0.2248473441414917,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}