{"id":"W3049741828","doi":"10.1016/j.pscychresns.2020.111159","title":"Association of white matter microstructure and extracellular free-water with cognitive performance in the early course of schizophrenia","year":2020,"lang":"en","type":"article","venue":"Psychiatry Research Neuroimaging","topic":"Advanced Neuroimaging Techniques and Applications","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Ottawa Mental Health Centre; University of Ottawa","funders":"National Institute of Mental Health","keywords":"Fornix; White matter; Stria terminalis; Cingulum (brain); Schizophrenia (object-oriented programming); Psychology; Diffusion MRI; Neuroscience; Extracellular; Cognition; Magnetic resonance imaging; Physiology; Medicine; Fractional anisotropy; Hippocampus; Central nervous system; Chemistry; Psychiatry; Radiology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003643922,0.0001088528,0.0001864898,0.00009625825,0.0001171323,0.00001981754,0.0001827235,0.00003217822,0.00001832316],"category_scores_gemma":[0.00004358008,0.00006787058,0.00002961954,0.0003879176,0.0001933572,0.0001153329,0.000114152,0.0007082031,0.000002629001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001002412,"about_ca_system_score_gemma":0.00004889621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008556634,"about_ca_topic_score_gemma":0.000002876724,"domain_scores_codex":[0.9987289,0.0001170591,0.0002229971,0.0002752329,0.0003882115,0.0002675624],"domain_scores_gemma":[0.9992837,0.00009297003,0.00009071127,0.0002711254,0.0002011965,0.0000602656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004425487,0.00006693773,0.9711571,0.0002405774,0.00001299793,0.000005666006,0.001224952,0.000002628102,0.02607435,0.0000366244,0.0005100246,0.0002255796],"study_design_scores_gemma":[0.001400626,0.0003538779,0.9891563,0.0002262797,0.00004142858,0.00004360564,0.0003805784,0.0004177365,0.007172502,0.0003999737,0.0003226079,0.00008449424],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9573038,0.0002341782,0.0002677047,0.04134054,0.00001243324,0.0005453472,0.0000255628,0.0000189031,0.000251567],"genre_scores_gemma":[0.9965468,0.00006444398,0.002608223,0.0006201637,0.00005476055,0.00002612432,0.000008625542,0.00002354358,0.00004731292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04072037,"threshold_uncertainty_score":0.307683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04451429160023705,"score_gpt":0.3404774107681366,"score_spread":0.2959631191678996,"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."}}