{"id":"W2100410559","doi":"10.1177/070674370505000104","title":"The Clinical Use of Risk Assessment","year":2005,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Toronto","funders":"","keywords":"Risk assessment; Risk management; Clinical Practice; Risk analysis (engineering); Risk management tools; Psychology; Medicine; Psychiatry; Medical emergency; Computer science; Business; Family medicine; Computer security","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.05979241,0.001237101,0.001327247,0.007703396,0.002455805,0.007168603,0.003399931,0.004235799,0.003765208],"category_scores_gemma":[0.1795711,0.0005719659,0.0008753101,0.003002169,0.01152591,0.01023201,0.009876492,0.007302671,0.001527022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002850379,"about_ca_system_score_gemma":0.00624151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003447603,"about_ca_topic_score_gemma":0.002410089,"domain_scores_codex":[0.927511,0.05214354,0.004407057,0.002946708,0.01223322,0.0007584572],"domain_scores_gemma":[0.8261781,0.1321055,0.01160827,0.008280976,0.0188037,0.003023368],"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":[0.0002265849,0.0001766014,0.0318898,0.002168954,0.0001484307,0.001638173,0.0175033,0.001143059,0.0008341942,0.1916767,0.02463911,0.7279551],"study_design_scores_gemma":[0.0001045677,0.0008262988,0.03111032,0.01484091,0.0002530341,0.0321071,0.01863687,0.006110787,0.002130726,0.4879352,0.405363,0.0005811238],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03471948,0.160773,0.3366401,0.1911926,0.006820569,0.0009173976,0.0003399698,0.001173822,0.2674231],"genre_scores_gemma":[0.6766983,0.07438652,0.2088814,0.0271751,0.004275159,0.001089098,0.0001978525,0.0002936165,0.007002988],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05979241,"threshold_uncertainty_score":0.3162163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06176261579115268,"score_gpt":0.376322366014498,"score_spread":0.3145597502233454,"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."}}