{"id":"W4390879855","doi":"10.21203/rs.3.rs-3809314/v1","title":"Specific EEG resting state biomarkers in FXS and ASD","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Genetics and Neurodevelopmental Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"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; Intellectual disability; Autism spectrum disorder; Resting state fMRI; Neurotypical; Audiology; Psychology; Autism; Correlation; Down syndrome; Cognition; Neurodevelopmental disorder; 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":[0.0004370129,0.0006081194,0.000340616,0.0009652684,0.0001299022,0.0007037022,0.0001888349,0.0005685074,0.00233405],"category_scores_gemma":[0.002176704,0.0001519398,0.0002155878,0.0005222296,0.0002916497,0.0004654451,0.0003055962,0.0003639032,0.0002714741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001407029,"about_ca_system_score_gemma":0.0001326987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000633388,"about_ca_topic_score_gemma":0.0006229892,"domain_scores_codex":[0.9998868,0.00002538394,0.00001588475,0.00003403935,0.00002065296,0.00001731673],"domain_scores_gemma":[0.9995047,0.0002568239,0.0001194537,0.00003253319,0.00003578426,0.00005070733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005656236,0.0002297779,0.7452816,0.0003608704,0.0003985632,0.006418322,0.0006860961,0.00147768,0.1063669,0.002019395,0.002804275,0.1283003],"study_design_scores_gemma":[0.00003632714,0.0002812333,0.9848146,0.00003562981,0.0001209279,0.003718674,0.0003185265,0.00134229,0.0062796,0.002479091,0.0005590054,0.00001398019],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912338,0.002203686,0.00278747,0.0003307545,0.00004906995,0.00001114414,0.00107251,0.00006973022,0.00224195],"genre_scores_gemma":[0.9971033,0.0006575068,0.0009712054,0.00002961067,0.00004553983,0.00001203541,0.0005607135,0.00001645491,0.0006037142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00233405,"threshold_uncertainty_score":0.007808208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04403299757545615,"score_gpt":0.3539444494339912,"score_spread":0.309911451858535,"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."}}