{"id":"W4323066381","doi":"10.1093/schbul/sbac216","title":"Multivariate Associations Among White Matter, Neurocognition, and Social Cognition Across Individuals With Schizophrenia Spectrum Disorders and Healthy Controls","year":2023,"lang":"en","type":"article","venue":"Schizophrenia Bulletin","topic":"Advanced Neuroimaging Techniques and Applications","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"National Institute of Mental Health","keywords":"Neurocognitive; Psychology; White matter; Cognition; Social cognition; Schizophrenia (object-oriented programming); Neuropsychology; Diffusion MRI; Corpus callosum; Developmental psychology; Cognitive psychology; Clinical psychology; Neuroscience; Psychiatry; Medicine; Magnetic resonance imaging","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":[0.0007409457,0.0004524663,0.0002265681,0.0009040358,0.0003891095,0.0004272943,0.0002205416,0.0003056857,0.001632132],"category_scores_gemma":[0.002066151,0.0001526322,0.0003326975,0.0004904442,0.0006035469,0.0002984788,0.0007570158,0.0003520972,0.000104087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003388229,"about_ca_system_score_gemma":0.000313927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009607478,"about_ca_topic_score_gemma":0.0119115,"domain_scores_codex":[0.9996701,0.00007375548,0.00003856954,0.0001238047,0.00004102766,0.00005264355],"domain_scores_gemma":[0.9991693,0.0001749878,0.0003271865,0.000116594,0.00006099614,0.0001509424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002147702,0.00002901202,0.9967697,0.000005603447,0.0001295791,0.00003670542,0.000167616,0.00008172075,0.001183203,0.0000600787,0.00004759937,0.001274333],"study_design_scores_gemma":[0.000004669886,0.00004906866,0.999184,0.000002149954,0.00002645637,0.00007017321,0.0001691279,0.0002717501,0.0001014534,0.00008909939,0.00002974437,0.000002356646],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999698,0.00001994172,0.00008738608,0.0000141653,0.000001450969,0.000002434859,0.0001072625,0.000001754964,0.00006769301],"genre_scores_gemma":[0.9997566,0.00001149207,0.00006589686,0.000004081315,0.000001871234,0.000003679875,0.0001182588,0.00000117383,0.00003693825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009607478,"threshold_uncertainty_score":0.01910311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02368602726047368,"score_gpt":0.3091226926225757,"score_spread":0.285436665362102,"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."}}