{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002251011,0.0001588895,0.0001307881,0.0003493006,0.0001854684,0.0003027442,0.0002104853,0.0002112509,0.001567098],"category_scores_gemma":[0.001869464,0.00009163659,0.0001052231,0.0002406404,0.0002096363,0.0004460523,0.0002512436,0.0002259774,0.0001000637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002877223,"about_ca_system_score_gemma":0.0002023379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00251588,"about_ca_topic_score_gemma":0.005444504,"domain_scores_codex":[0.9998993,0.00002805959,0.000005273449,0.0000356356,0.0000201706,0.00001159684],"domain_scores_gemma":[0.9997478,0.0001037533,0.00006691025,0.00003810715,0.00002237202,0.0000211109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001277196,0.0004353055,0.4536302,0.0002803263,0.0004318669,0.002593863,0.001831166,0.02699894,0.2256253,0.006796913,0.002606978,0.277492],"study_design_scores_gemma":[0.00002115905,0.0001695205,0.9601256,0.00002039474,0.00009455268,0.002070649,0.0004166564,0.02295864,0.008329409,0.00496495,0.0008114091,0.00001715049],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953594,0.00009178979,0.00354997,0.00008501465,0.000004290654,0.00000731144,0.0001434174,0.00003510285,0.0007236414],"genre_scores_gemma":[0.9985217,0.00004719566,0.001121947,0.00001165716,0.000002431934,0.000006463934,0.00008831482,0.00001027937,0.0001901231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00251588,"threshold_uncertainty_score":0.005242467,"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."}}