{"id":"W4407814076","doi":"10.3390/brainsci15030224","title":"Corticolimbic Structural Deficits in Violent Patients with Schizophrenia","year":2025,"lang":"en","type":"article","venue":"Brain Sciences","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut national de psychiatrie légale Philippe-Pinel; Université de Montréal; Institut Universitaire en Santé Mentale de Québec","funders":"Fonds de Recherche du Québec - Santé; Eli Lilly Canada; HLS Therapeutics; Eli Lilly and Company","keywords":"Amygdala; Neuroimaging; Hostility; Psychology; Aggression; Population; Schizophrenia (object-oriented programming); Clinical psychology; Medicine; Psychiatry; Neuroscience","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":[0.0002096221,0.0003409073,0.0001936571,0.0007710632,0.0003473137,0.0003162403,0.0001664478,0.0001810257,0.001874553],"category_scores_gemma":[0.0005610422,0.0001666043,0.0001347793,0.0003022766,0.0003865825,0.0001630414,0.0002760363,0.0001918302,0.0001121109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004533363,"about_ca_system_score_gemma":0.000338394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006623467,"about_ca_topic_score_gemma":0.0182911,"domain_scores_codex":[0.9999264,0.00001210321,0.000009198194,0.00001737121,0.00001986599,0.00001496963],"domain_scores_gemma":[0.9997596,0.00002426468,0.0001369531,0.00001285576,0.00002192116,0.00004444557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008777034,0.00008489605,0.9367592,0.0001053352,0.0001692422,0.002036557,0.0007096223,0.000311363,0.04476212,0.0001811133,0.0001940721,0.01380864],"study_design_scores_gemma":[0.00001318134,0.00008732416,0.9972469,0.000009714823,0.00002799119,0.001365422,0.0002509788,0.0001419699,0.0006524669,0.0001172159,0.00008366252,0.00000316669],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991502,0.0001794108,0.00008549565,0.00003561444,0.000002141128,0.000007182089,0.0001024824,0.000004565609,0.0004328994],"genre_scores_gemma":[0.9996177,0.00008762021,0.0001447985,0.00001141921,0.000001859621,0.000002922083,0.000079028,0.000001191814,0.00005333887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006623467,"threshold_uncertainty_score":0.01316983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01339680451529514,"score_gpt":0.3030560533905035,"score_spread":0.2896592488752083,"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."}}