{"id":"W4403983831","doi":"10.1016/b978-0-323-95272-9.00013-9","title":"Violence risk assessment and management","year":2024,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Risk analysis (engineering); Business; Environmental planning; Geography","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":[0.0005608212,0.0005124752,0.0002959729,0.000925701,0.0005219529,0.001662464,0.0006022961,0.001032151,0.08469064],"category_scores_gemma":[0.00165835,0.0002136797,0.0001907233,0.0004041856,0.0003819349,0.0008071059,0.001333581,0.00130869,0.0348743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005326784,"about_ca_system_score_gemma":0.001572869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003254605,"about_ca_topic_score_gemma":0.008104901,"domain_scores_codex":[0.9997467,0.00004843817,0.00001228411,0.00001938171,0.0001455922,0.00002752078],"domain_scores_gemma":[0.9997273,0.00007919957,0.00001544874,0.00001788157,0.00007874746,0.00008128856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009378414,0.00008590934,0.0008687109,0.00004622142,0.000003175521,0.0001607846,0.0001828598,0.0002030944,0.0001575016,0.00613514,0.2152343,0.7769129],"study_design_scores_gemma":[0.00000745967,0.00005330242,0.004218576,0.0008804682,0.000005465481,0.001597437,0.0004459994,0.000570146,0.0001807987,0.0153434,0.9766864,0.00001050713],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.002765003,0.02151246,0.009540558,0.01080068,0.001665571,0.0001533562,0.0002588181,0.0004470134,0.9528565],"genre_scores_gemma":[0.01489901,0.01952561,0.008504437,0.002353862,0.0007119428,0.0001507107,0.0003704766,0.00009145193,0.9533925],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.08469064,"threshold_uncertainty_score":0.2833184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01884862529559875,"score_gpt":0.3137019365408146,"score_spread":0.2948533112452159,"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."}}