{"id":"W179865702","doi":"10.1177/070674371205700407","title":"Risk Assessment Instruments in Clinical Practice","year":2012,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ottawa Mental Health Centre; University of British Columbia; McGill University; Douglas Mental Health University Institute; University of Toronto; Université du Québec à Trois-Rivières; Institut national de psychiatrie légale Philippe-Pinel; Université du Québec à Montréal","funders":"Canadian Institutes of Health Research; Michael Smith Health Research BC","keywords":"Risk assessment; Risk management; Psychiatry; Risk management tools; Psychology; Occupational safety and health; Medicine; Family medicine; Management","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.09621191,0.0006659717,0.0009806528,0.005069266,0.001880998,0.004853526,0.002351246,0.001655384,0.006388605],"category_scores_gemma":[0.3459959,0.0004813259,0.0006877119,0.005036034,0.003060478,0.003721353,0.004696464,0.002426795,0.001937527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006589163,"about_ca_system_score_gemma":0.02054307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008810084,"about_ca_topic_score_gemma":0.008096009,"domain_scores_codex":[0.888315,0.07350061,0.01338025,0.003707344,0.01912126,0.001975648],"domain_scores_gemma":[0.716006,0.1616943,0.03628511,0.01105816,0.06798954,0.006966938],"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":[0.0003617837,0.001130321,0.3699014,0.00183115,0.0001280949,0.0003243242,0.01336267,0.0008411763,0.0004179591,0.006509067,0.02242944,0.5827626],"study_design_scores_gemma":[0.0006209599,0.00215298,0.7624034,0.01442533,0.000272778,0.003129401,0.03681657,0.006619906,0.001456562,0.04241745,0.129333,0.0003517271],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.5405102,0.04384803,0.0948342,0.05529429,0.003574366,0.01624866,0.002981773,0.001982785,0.2407257],"genre_scores_gemma":[0.8616387,0.006737232,0.1155979,0.004383407,0.0004846978,0.007823193,0.000952463,0.0001263579,0.002255984],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.09621191,"threshold_uncertainty_score":0.5088233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03985247880318967,"score_gpt":0.3942977286653999,"score_spread":0.3544452498622102,"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."}}