{"id":"W2952374112","doi":"10.1016/j.biopsych.2018.02.1174","title":"Personalized Intrinsic Network Topography Mapping and Functional Connectivity Deficits in Autism Spectrum Disorder","year":2018,"lang":"en","type":"article","venue":"Biological Psychiatry","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":79,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; University of Toronto; Centre for Addiction and Mental Health","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; Canadian Institutes of Health Research; University of California, Los Angeles; Vlaamse regering; Stavros Niarchos Foundation; Canada Foundation for Innovation; Ontario Ministry of Research, Innovation and Science; Meath Foundation; Ontario Mental Health Foundation; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Children's National Hospital; Centre for Addiction and Mental Health Foundation; National Institute of Neurological Disorders and Stroke; University of Pittsburgh; University of Utah; Yale University; U.S. Department of Veterans Affairs; School of Medicine; Stanford University; New York University; European Commission; Oregon Health and Science University; National Institutes of Health; San Diego State University; University of California; University of Michigan; Michigan Institute for Clinical and Health Research; Simons Foundation; National Institute of Mental Health; KU Leuven; National Institute on Deafness and Other Communication Disorders; Leon Levy Foundation; Carnegie Mellon University; Autism Speaks","keywords":"Autism spectrum disorder; Autism; Resting state fMRI; Functional magnetic resonance imaging; Typically developing; Neuroscience; Functional connectivity; Psychology; Magnetic resonance imaging; Pervasive developmental disorder; Audiology; Medicine; Developmental psychology","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":[0.0003577651,0.0002373312,0.0002914793,0.0001393877,0.0004656755,0.00003772891,0.0001157451,0.0001589851,0.0002123009],"category_scores_gemma":[0.00125612,0.0001892287,0.0001038016,0.0007963374,0.0008268461,0.0001077685,0.000180859,0.0002909924,0.00005353261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000366041,"about_ca_system_score_gemma":0.00003910756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003326903,"about_ca_topic_score_gemma":0.0003116963,"domain_scores_codex":[0.9979596,0.0002867947,0.0002401061,0.0008521542,0.0001834214,0.0004779326],"domain_scores_gemma":[0.9977523,0.001894856,0.00008558211,0.0001717586,0.0000154845,0.00008000348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000303361,0.0002058168,0.7841694,0.00001042196,0.00001703963,0.000003743568,0.00006544239,0.000008782403,0.001176838,0.2100055,0.002732168,0.00130152],"study_design_scores_gemma":[0.0008101593,0.0003644739,0.8786483,0.00002339826,0.000004037835,0.00002943084,0.00009517124,0.00008196582,0.00003057131,0.1058829,0.01377578,0.0002537588],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750817,0.0009266636,0.001208854,0.01757802,0.002377452,0.0002881035,0.00001160219,0.0001490882,0.002378542],"genre_scores_gemma":[0.9928184,0.0001006786,0.0004976122,0.005694092,0.000778031,0.00003729089,0.000002515726,0.00001121996,0.00006023107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1041226,"threshold_uncertainty_score":0.7716524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04460817498854026,"score_gpt":0.2542283890784883,"score_spread":0.209620214089948,"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."}}