{"id":"W2974371332","doi":"10.1177/0886260519876719","title":"Motivational Influences and Trajectories to Violence in the Context of Major Mental Illness","year":2019,"lang":"en","type":"article","venue":"Journal of Interpersonal Violence","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Shores Centre for Mental Health Sciences; University of Toronto; Centre for Addiction and Mental Health","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Mental illness; Typology; Context (archaeology); Psychology; Clinical psychology; Poison control; Antisocial personality disorder; Psychiatry; Human factors and ergonomics; Injury prevention; Suicide prevention; Personality; Mental health; Medicine; Medical emergency; Social psychology","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":[0.0006142468,0.0001662466,0.0001969747,0.0007334285,0.0008813244,0.001008334,0.0002996461,0.0003963898,0.001515079],"category_scores_gemma":[0.003839632,0.0002203719,0.0003267369,0.0004889533,0.0004195187,0.0006454945,0.001520715,0.001016079,0.0001399621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006582218,"about_ca_system_score_gemma":0.0007993284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009958984,"about_ca_topic_score_gemma":0.01737717,"domain_scores_codex":[0.9997246,0.00008457906,0.00001549076,0.00003479829,0.00003801422,0.0001025351],"domain_scores_gemma":[0.998849,0.0001726144,0.0004756878,0.0000342789,0.00009095368,0.0003774055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001064592,0.00009843744,0.9944254,0.000006811956,0.0000156533,0.0001688064,0.001280191,0.00007552955,0.0002190703,0.0002948628,0.00006139975,0.003247332],"study_design_scores_gemma":[0.000001284471,0.00006143343,0.9974534,0.00001055491,0.000004116015,0.0001960846,0.001726199,0.0001644107,0.00004338062,0.0002338872,0.0001013776,0.000003931427],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993752,0.0001037854,0.0000406,0.00009075355,0.000001636369,0.000005973493,0.00004139768,0.000001183143,0.0003394838],"genre_scores_gemma":[0.9996207,0.0001204206,0.00005526929,0.00000877226,0.000001908867,0.000004219188,0.0000730631,7.739016e-7,0.0001148894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009958984,"threshold_uncertainty_score":0.01980203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01325790707209797,"score_gpt":0.301054747338861,"score_spread":0.287796840266763,"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."}}