{"id":"W4386843214","doi":"10.1192/bjo.2023.567","title":"Homicide in the context of psychosis: analysis of prior service utilisation and age at onset of illness and violence","year":2023,"lang":"en","type":"article","venue":"BJPsych Open","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Shores Centre for Mental Health Sciences; University of Toronto; Waypoint Centre for Mental Health Care; Centre for Addiction and Mental Health","funders":"","keywords":"Homicide; Mental illness; Psychiatry; Context (archaeology); Mental health; Medicine; Forensic psychiatry; Suicide prevention; Health care; Psychology; Poison control; Medical emergency","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":[0.0008800685,0.0001991947,0.0003390756,0.001748112,0.0007666332,0.000956124,0.000445714,0.0005683705,0.002790104],"category_scores_gemma":[0.005240736,0.0002422947,0.000752237,0.001836866,0.0003636367,0.0007369741,0.001504009,0.001109055,0.0002584062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006488347,"about_ca_system_score_gemma":0.0005925859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01295835,"about_ca_topic_score_gemma":0.01269277,"domain_scores_codex":[0.9992524,0.0002402941,0.0001245557,0.00007428729,0.0001011806,0.0002073057],"domain_scores_gemma":[0.9965913,0.0007536153,0.001744495,0.0000977759,0.0001999447,0.0006128714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003946468,0.0000237184,0.9989278,0.000009050428,0.00002131549,0.0001176683,0.0002198812,0.00002222386,0.00002925543,0.00001043989,0.00003346199,0.0005457828],"study_design_scores_gemma":[0.000001254405,0.0000811074,0.9976706,0.00001649964,0.00001248946,0.0004330675,0.001525708,0.0001487974,0.00001959087,0.00001410931,0.00007342125,0.000003514812],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994652,0.0001327954,0.00001801141,0.00003857836,0.000002267646,0.000006342395,0.0001474285,0.000001335268,0.0001879723],"genre_scores_gemma":[0.9997122,0.00008186668,0.00002652573,0.000008400386,0.00000415904,0.000004898874,0.0001117845,8.072145e-7,0.00004930034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01295835,"threshold_uncertainty_score":0.02576584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05356529329826413,"score_gpt":0.3647577556564695,"score_spread":0.3111924623582053,"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."}}