{"id":"W3157125258","doi":"10.1002/aur.2518","title":"Association between spectral electroencephalography power and autism risk and diagnosis in early development","year":2021,"lang":"en","type":"article","venue":"Autism Research","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Compute Canada; McGill University; Montreal Neurological Institute and Hospital","funders":"National Institute of Mental Health; Autism Science Foundation; Medical Research Council; National Institutes of Health; Autistica; National Institute for Health and Care Research; Fondation Brain Canada; South London and Maudsley NHS Foundation Trust; National Alliance for Research on Schizophrenia and Depression; Eunice Kennedy Shriver National Institute of Child Health and Human Development; Korea National Institute of Health; Wellcome Trust; Autism Speaks","keywords":"Electroencephalography; Autism; Psychology; Autism spectrum disorder; Audiology; Quantitative electroencephalography; Developmental psychology; 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":[0.0006545407,0.0002242519,0.0001963178,0.0005129097,0.0001728273,0.0004005645,0.000267124,0.0002889966,0.001950859],"category_scores_gemma":[0.005426146,0.0001263036,0.0002935228,0.0004833042,0.0001539198,0.000275376,0.0005739045,0.0003768553,0.0002176264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002470267,"about_ca_system_score_gemma":0.0002588234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006352108,"about_ca_topic_score_gemma":0.008536461,"domain_scores_codex":[0.9996214,0.00009023301,0.00004969036,0.000125922,0.00007338355,0.00003928598],"domain_scores_gemma":[0.9978263,0.0006743547,0.0009114508,0.0002016695,0.0002354052,0.0001508998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007036822,0.00001419902,0.9964289,0.00001487327,0.00005490593,0.00006784117,0.00008210535,0.0001118356,0.0004830121,0.00004854307,0.0001451007,0.00247828],"study_design_scores_gemma":[9.83125e-7,0.00001264254,0.9994542,0.000004486985,0.000009429511,0.00009251261,0.00003737608,0.0002031235,0.00007619269,0.00003894653,0.00006868963,0.000001270877],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998261,0.00009398161,0.0003666603,0.00004308881,0.000003869637,0.000004049331,0.0009205018,0.000007804055,0.0002990765],"genre_scores_gemma":[0.9981152,0.00008333799,0.0005085098,0.000009909819,0.000003459743,0.00001580582,0.001066819,0.00000613524,0.0001908091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006352108,"threshold_uncertainty_score":0.01263022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03892944386441097,"score_gpt":0.3286170216257432,"score_spread":0.2896875777613322,"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."}}