{"id":"W2104847853","doi":"10.1177/070674370505000102","title":"Risk Assessment in Psychiatric Practice","year":2005,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"","keywords":"Psychiatry; Psychology; Risk assessment; Medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.02659384,0.001032134,0.001338672,0.005565658,0.006272371,0.01420711,0.003270695,0.006552956,0.01301733],"category_scores_gemma":[0.1114017,0.0008364015,0.0009850411,0.00455281,0.01602412,0.01217655,0.01740224,0.01368853,0.003876212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02111444,"about_ca_system_score_gemma":0.04553638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03206808,"about_ca_topic_score_gemma":0.0389186,"domain_scores_codex":[0.9510529,0.02780337,0.00377024,0.002571615,0.01282448,0.001977423],"domain_scores_gemma":[0.919358,0.03513733,0.007613042,0.003005446,0.02190901,0.0129771],"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":[0.00005734742,0.0001541076,0.01332166,0.00323953,0.00008829981,0.0009626067,0.03573377,0.0005158788,0.0001451695,0.1120904,0.2927451,0.5409461],"study_design_scores_gemma":[0.00003169971,0.0001231822,0.01050086,0.02276495,0.00005610926,0.003446649,0.02894305,0.0004666697,0.0001412657,0.1566954,0.7766575,0.0001727316],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.007863206,0.1940193,0.02374041,0.5721065,0.01378852,0.0005251516,0.0003203145,0.0004292669,0.1872073],"genre_scores_gemma":[0.3290484,0.3790262,0.08397996,0.1585847,0.0182391,0.001341644,0.0007537839,0.0005558705,0.02847039],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03206808,"threshold_uncertainty_score":0.1531967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01600534798285693,"score_gpt":0.3252296950923711,"score_spread":0.3092243471095142,"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."}}