{"id":"W2743108480","doi":"10.1093/cercor/bhx205","title":"Behavioral Heterogeneity in Relation with Brain Functional Networks in Young Children","year":2017,"lang":"en","type":"article","venue":"Cerebral Cortex","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"National Medical Research Council; Medical Research Council; National University Health System; Ministry of Education, India","keywords":"CBCL; Psychology; Default mode network; Functional magnetic resonance imaging; Anxiety; Aggression; Behavioral syndrome; Resting state fMRI; Functional connectivity; Neuroscience; Developmental psychology; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002880509,0.000356822,0.0003104018,0.001297205,0.0003290263,0.0004875763,0.0002150552,0.0002762933,0.0009066417],"category_scores_gemma":[0.001317181,0.0002238842,0.0002802719,0.0007713344,0.0003756489,0.0004364176,0.000465672,0.0002955195,0.00009245683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003681931,"about_ca_system_score_gemma":0.0003202632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009805261,"about_ca_topic_score_gemma":0.01675146,"domain_scores_codex":[0.9996822,0.0000459409,0.00003183872,0.00009822217,0.0000557156,0.00008604337],"domain_scores_gemma":[0.9994867,0.00009003621,0.0002786513,0.00002279248,0.00004028482,0.00008152026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004956056,0.00001449326,0.9953466,0.00001329772,0.00003669442,0.0003147488,0.0003383208,0.00006841287,0.001873255,0.00005415838,0.00004652876,0.00184406],"study_design_scores_gemma":[7.179891e-7,0.00001359702,0.9993033,0.000002091622,0.000006026172,0.0003406702,0.0001478623,0.00004106627,0.00008959865,0.00002113616,0.00003280702,0.000001148412],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995778,0.00008611353,0.00006619412,0.00001263318,8.18919e-7,0.000002531362,0.0001265455,0.00000203998,0.0001253294],"genre_scores_gemma":[0.9995395,0.00008163699,0.0001038984,0.000006304168,0.000001891655,0.000005878653,0.0001932953,0.000002336548,0.00006524895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009805261,"threshold_uncertainty_score":0.01949638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04078701677622174,"score_gpt":0.2799984345768977,"score_spread":0.2392114178006759,"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."}}