{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007910154,0.0003887684,0.0003436956,0.001990167,0.0002621506,0.0004813049,0.0002424216,0.0002697182,0.001328919],"category_scores_gemma":[0.003304209,0.0001918282,0.0003241359,0.0008261136,0.0007528293,0.0005512158,0.0009359038,0.0003481104,0.0001000226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002245872,"about_ca_system_score_gemma":0.0001402698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009543779,"about_ca_topic_score_gemma":0.00315124,"domain_scores_codex":[0.9993849,0.0001350734,0.00006133681,0.0002973494,0.00007789854,0.00004343272],"domain_scores_gemma":[0.9977462,0.0007522294,0.0009425012,0.0003497414,0.0001089642,0.0001003855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003987553,0.00003761057,0.8654571,0.0002539492,0.0008133573,0.00067357,0.0007724794,0.002272382,0.1060745,0.0009577008,0.0004366181,0.021852],"study_design_scores_gemma":[0.00000395974,0.00005099945,0.9938543,0.00001034546,0.00006745043,0.001101291,0.0001211806,0.001275054,0.001725912,0.001486084,0.0002950359,0.000008436416],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927412,0.0003288813,0.005332467,0.00005391672,0.000004516123,0.00001744259,0.0007906542,0.00004367254,0.0006872216],"genre_scores_gemma":[0.997232,0.00009049487,0.001974375,0.00001809279,0.000005229977,0.00001844426,0.0005741445,0.00001613595,0.00007103911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001990167,"threshold_uncertainty_score":0.004445672,"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."}}