{"id":"W2954596857","doi":"10.1503/jpn.180036","title":"The Canadian Biomarker Integration Network in Depression (CAN-BIND): magnetic resonance imaging protocols","year":2019,"lang":"en","type":"article","venue":"Journal of Psychiatry and Neuroscience","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton; McGill University; Baycrest Hospital; Queen's University; Alberta Children's Hospital; Douglas Mental Health University Institute; Kingston General Hospital; Child, Adolescent and Family Mental Health; University of Calgary; Providence Health Care; University of Alberta; University of British Columbia; University of Toronto; Health Sciences Centre; University Health Network; Vancouver Coastal Health; Centre for Addiction and Mental Health; Sunnybrook Health Science Centre; St. Michael's Hospital","funders":"","keywords":"Neuroimaging; Neuropsychology; Informatics; Biomarker; Depression (economics); Functional magnetic resonance imaging; Modalities; Magnetic resonance imaging; Medicine; Cognition; Psychology; Computer science; Neuroscience; Psychiatry; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008802591,0.0001163094,0.000129792,0.000140382,0.0005881547,0.0001979143,0.0003418924,0.00003015345,0.000005476159],"category_scores_gemma":[0.001874599,0.00007645883,0.00004267476,0.0006131099,0.0002286484,0.0003744765,0.00005667544,0.0003392242,0.000003028174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005822896,"about_ca_system_score_gemma":0.000361712,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003836793,"about_ca_topic_score_gemma":0.02361421,"domain_scores_codex":[0.9984755,0.0002013472,0.0003157916,0.0003071158,0.0003717169,0.0003285386],"domain_scores_gemma":[0.998625,0.0008181201,0.0002142245,0.00017699,0.00005455817,0.0001110785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002226097,0.0000549339,0.9150854,0.00001230747,4.155019e-7,0.00002804179,0.00008938835,0.0002489954,0.0519716,0.003262474,0.00348996,0.02553388],"study_design_scores_gemma":[0.0005697754,0.000279921,0.951337,0.0002716823,0.00000283769,0.0003193728,0.00006248416,0.004115871,0.001533987,0.004532214,0.03683164,0.000143184],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.916547,0.004293741,0.0001214902,0.05982742,0.0100857,0.005480858,0.000009808869,0.00002627491,0.003607693],"genre_scores_gemma":[0.9951444,0.00008903998,0.0001294781,0.004281868,0.0001176035,0.0000563178,3.050843e-8,0.000007879432,0.0001733848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07859739,"threshold_uncertainty_score":0.9942023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02266139323255578,"score_gpt":0.2784257815050089,"score_spread":0.2557643882724531,"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."}}