{"id":"W3201157836","doi":"10.1038/s42003-021-02572-6","title":"Connectivity alterations in autism reflect functional idiosyncrasy","year":2021,"lang":"en","type":"article","venue":"Communications Biology","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Mila - Quebec Artificial Intelligence Institute; McGill University; Montreal Neurological Institute and Hospital","funders":"CIHR Skin Research Training Centre; National Institute on Aging; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Centre Azrieli de recherche sur l'autisme, Institut et Hôpital Neurologiques de Montréal; Hospital for Sick Children; National Research Foundation of Korea; National Institutes of Health; Canada First Research Excellence Fund; Canada Research Chairs; Montreal Neurological Institute and Hospital; Max-Planck-Gesellschaft; National Research Foundation; Government of Canada; Sick Kids Foundation; Savoy Foundation; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; Canadian Institute for Advanced Research","keywords":"Idiosyncrasy; Autism; Autism spectrum disorder; Connectome; Neuroscience; Default mode network; Neurodevelopmental disorder; Psychology; Functional connectivity; 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":[0.0002673683,0.00009694707,0.0001527453,0.0001744556,0.000427349,0.00003757911,0.0006743245,0.00009890132,0.0004875315],"category_scores_gemma":[0.001304561,0.0001049403,0.00004824247,0.0008735618,0.0004019627,0.0001284728,0.000697974,0.0004830905,0.0002806087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001080871,"about_ca_system_score_gemma":0.000288161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007804984,"about_ca_topic_score_gemma":0.001782385,"domain_scores_codex":[0.9976736,0.001331043,0.0002382274,0.0003739108,0.00008899515,0.0002942324],"domain_scores_gemma":[0.9970302,0.001253609,0.00005161768,0.001590281,0.00002215504,0.00005216362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000007934776,0.0002243577,0.004329178,0.00000196602,0.000003435887,0.00000497951,0.000109556,0.00001541141,0.1719635,0.8216196,0.0001047736,0.001615369],"study_design_scores_gemma":[0.00158613,0.0001659736,0.156585,0.00003144229,0.00001182165,0.0002864715,0.0001318014,0.01100658,0.1293697,0.6099411,0.0903183,0.0005656906],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5490861,0.002973113,0.01164289,0.2564276,0.0005141474,0.0007405333,0.0001276432,0.0003575904,0.1781304],"genre_scores_gemma":[0.9968485,0.000645914,0.0008820356,0.0006697214,0.00001272237,0.0001297626,0.00007618315,0.00001128179,0.0007239254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4477624,"threshold_uncertainty_score":0.5338128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1335861137549904,"score_gpt":0.389349108150571,"score_spread":0.2557629943955806,"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."}}