{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002440202,0.0002184513,0.0003245201,0.0008222327,0.0006420145,0.0003909592,0.0003466028,0.000216327,0.0001818514],"category_scores_gemma":[0.001657781,0.0002339559,0.00005072299,0.002422829,0.0003296348,0.0003862692,0.0005941718,0.001692596,0.00009118045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000408837,"about_ca_system_score_gemma":0.0003587666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000636258,"about_ca_topic_score_gemma":0.0006369831,"domain_scores_codex":[0.993713,0.001589214,0.0003895918,0.001066045,0.001626532,0.001615589],"domain_scores_gemma":[0.997116,0.002113629,0.00008621126,0.0003430438,0.00003235524,0.0003087551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001494981,0.000118915,0.9726835,0.00001654098,0.00002495867,0.0002154686,0.002069403,3.608e-7,0.003243806,0.01408222,0.0001434305,0.007386472],"study_design_scores_gemma":[0.0006528659,0.0001743812,0.9230876,0.00003893482,0.000006682871,0.00001148222,0.00005732979,0.00002354919,0.03007154,0.04370342,0.00195654,0.000215649],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840207,0.001081228,0.0000400239,0.0125237,0.00004727011,0.0004865211,0.00002250554,0.0000618681,0.001716253],"genre_scores_gemma":[0.9946498,0.004023852,0.0003143604,0.00005441767,0.00001686804,0.0001640694,0.000004779991,0.00003569077,0.0007361363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04959586,"threshold_uncertainty_score":0.9540446,"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."}}