{"id":"W2908330576","doi":"10.1176/appi.ajp.2018.17091020","title":"Separable and Replicable Neural Strategies During Social Brain Function in People With and Without Severe Mental Illness","year":2019,"lang":"en","type":"article","venue":"American Journal of Psychiatry","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"National Institute of Mental Health","keywords":"Neurocognitive; Schizophrenia (object-oriented programming); Psychology; Hierarchical clustering; Neuroimaging; Functional magnetic resonance imaging; Cognition; Clinical psychology; Psychiatry; Cluster analysis; Neuroscience; Artificial intelligence","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":[0.0001212328,0.0001066604,0.0003062068,0.0001202063,0.00008691508,0.00003721033,0.00003176286,0.00002040976,0.00003360619],"category_scores_gemma":[0.000004272632,0.00007514111,0.00003384952,0.0001949938,0.00009518614,0.0002097334,0.00001599405,0.0002228109,0.000001492646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004745639,"about_ca_system_score_gemma":0.0002661679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001896898,"about_ca_topic_score_gemma":0.0007033744,"domain_scores_codex":[0.9992159,0.00004548629,0.0001735706,0.0001519378,0.0002213408,0.0001917501],"domain_scores_gemma":[0.9995845,0.00001683491,0.0001552453,0.00008190072,0.0000374363,0.0001240849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01288317,0.0001279729,0.981247,0.00005192213,0.0001258254,0.00001485561,0.0005831058,0.00001419558,0.0003608388,0.0001294597,0.0000962288,0.004365393],"study_design_scores_gemma":[0.006786177,0.003294384,0.9724377,0.00009346523,0.00004933358,0.002078678,0.01478515,0.00006497242,0.00002233465,0.000266529,0.00002516597,0.00009609252],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99463,0.0003392667,0.000006352857,0.004583969,0.00009273926,0.0001625526,0.000002423419,0.000006175189,0.0001765345],"genre_scores_gemma":[0.9984055,0.00005138365,0.001167671,0.0001166912,0.0001162268,0.000003486297,0.000002072601,0.0000136278,0.0001233224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01420204,"threshold_uncertainty_score":0.3064165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004840558178583491,"score_gpt":0.2671797182068656,"score_spread":0.2623391600282822,"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."}}