{"id":"W3160020200","doi":"10.1038/s42003-021-02015-2","title":"Imbalanced social-communicative and restricted repetitive behavior subtypes of autism spectrum disorder exhibit different neural circuitry","year":2021,"lang":"en","type":"article","venue":"Communications Biology","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto; SickKids Foundation; Centre for Addiction and Mental Health","funders":"Medical Research Council; NIHR Maudsley Biomedical Research Centre; Horizon 2020 Framework Programme; Canadian Institutes of Health Research; Centre for Addiction and Mental Health Foundation; Innovative Medicines Initiative; Autism Speaks; European Federation of Pharmaceutical Industries and Associations; University of Toronto; National Institute for Health and Care Research; European Commission; Ontario Brain Institute; Department of Psychiatry, University of Toronto; Wellcome Trust; Simons Foundation","keywords":"Autism spectrum disorder; Autism; Biological neural network; Neuroscience; Nerve net; Phenotype; Psychology; Biology; Genetics; Gene; 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":[0.0004823952,0.0003370188,0.0003112116,0.0005758873,0.0003039962,0.0003706379,0.0003446406,0.0003672361,0.002068671],"category_scores_gemma":[0.001834592,0.000158252,0.0005027921,0.0003236555,0.00032753,0.0002956108,0.000818704,0.0003345515,0.0004967364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003123015,"about_ca_system_score_gemma":0.0002212343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007409513,"about_ca_topic_score_gemma":0.01748974,"domain_scores_codex":[0.9997227,0.00005215618,0.00001769752,0.0001475996,0.00002774938,0.00003213166],"domain_scores_gemma":[0.9996798,0.000105838,0.00008778584,0.00006414708,0.0000323372,0.00003004805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001141952,0.00008086728,0.9096595,0.0002607566,0.0008043283,0.0005506064,0.0008845861,0.005667958,0.02910291,0.001725614,0.006429655,0.04369133],"study_design_scores_gemma":[0.00004234858,0.00009444942,0.9797502,0.00004296217,0.0001839147,0.001065349,0.0003273944,0.01086597,0.001444591,0.003398902,0.002767864,0.0000161037],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872961,0.0002404447,0.003113513,0.0001336005,0.000006649414,0.00002082138,0.007840751,0.0001054212,0.001242745],"genre_scores_gemma":[0.9874045,0.00007780024,0.001801056,0.00006277813,0.000003773008,0.00006615843,0.01002549,0.00003394989,0.0005245528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007409513,"threshold_uncertainty_score":0.01473278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05589242588194936,"score_gpt":0.344907030018914,"score_spread":0.2890146041369646,"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."}}