{"id":"W4386046825","doi":"10.1002/hbm.26453","title":"Robust hierarchically organized whole‐brain patterns of dysconnectivity in schizophrenia spectrum disorders observed after personalized intrinsic network topography","year":2023,"lang":"en","type":"article","venue":"Human Brain Mapping","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of Toronto; Centre for Addiction and Mental Health","funders":"National Center for Advancing Translational Sciences; National Institute of Dental and Craniofacial Research; National Center for Research Resources; National Institute of Neurological Disorders and Stroke; National Institute of Mental Health; U.S. National Library of Medicine; National Institute on Alcohol Abuse and Alcoholism; National Institutes of Health; Canadian Institutes of Health Research; Centre for Addiction and Mental Health Foundation; National Institute on Drug Abuse; Brain and Behavior Research Foundation","keywords":"Schizophrenia (object-oriented programming); Neuroscience; Schizophrenia spectrum; Psychology; Psychiatry; Psychosis","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":[0.0003324014,0.0002000867,0.0002077414,0.0005168173,0.0001543853,0.0004333854,0.0001848931,0.0001614234,0.001151225],"category_scores_gemma":[0.001625441,0.0001555177,0.0002769399,0.0004215771,0.0002700991,0.0004201967,0.000401411,0.0002669094,0.00008168507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002433864,"about_ca_system_score_gemma":0.000201506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002734023,"about_ca_topic_score_gemma":0.005851583,"domain_scores_codex":[0.9998816,0.00002721283,0.000007526653,0.00004564273,0.00002112948,0.00001683959],"domain_scores_gemma":[0.9994973,0.0001453789,0.0001584072,0.0001158718,0.00004898617,0.00003411613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001277225,0.0001359432,0.4451351,0.0003214712,0.001103262,0.001051974,0.0018622,0.04775428,0.3425215,0.003499544,0.002117007,0.1532204],"study_design_scores_gemma":[0.00001212867,0.0001285126,0.9512208,0.00001147384,0.00009571308,0.0005566162,0.0002429008,0.03626068,0.00861171,0.002419445,0.0004157896,0.00002413145],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990814,0.00004483521,0.008474804,0.00002629761,0.000003180049,0.000008920062,0.0002713757,0.0000949586,0.0002616071],"genre_scores_gemma":[0.9974667,0.00002460319,0.002153424,0.000005929674,0.000002673968,0.00000826304,0.0002271225,0.00001704827,0.00009427014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002734023,"threshold_uncertainty_score":0.005436182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05291912502023883,"score_gpt":0.2463867376336179,"score_spread":0.1934676126133791,"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."}}