{"id":"W2079917710","doi":"10.1037/1541-1559.4.1.1","title":"The validity of violence risk estimates: An issue of item performance.","year":2007,"lang":"en","type":"article","venue":"Psychological Services","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Psychology; Predictive validity; Clinical psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002543059,0.0003566013,0.0005070455,0.0001215134,0.0002734665,0.00002894717,0.001399711,0.0003165702,0.0006614392],"category_scores_gemma":[0.00007792861,0.0002307161,0.0001601029,0.0005926678,0.0005040952,0.00019285,0.0001016413,0.0004681731,0.0002242715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002415401,"about_ca_system_score_gemma":0.000007596791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002449301,"about_ca_topic_score_gemma":0.0001196004,"domain_scores_codex":[0.996704,0.0002819298,0.001051165,0.0007026811,0.0004826084,0.00077762],"domain_scores_gemma":[0.9962708,0.001120696,0.0009274369,0.001287102,0.0001621651,0.000231794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001663905,0.001881398,0.7684711,0.0001845739,0.000177777,0.00001467311,0.002732198,0.00001483789,0.002697118,0.002854702,0.003448437,0.2158593],"study_design_scores_gemma":[0.0009019872,0.002200628,0.981387,0.0001788967,0.0000728873,0.00003770012,0.002731783,0.0002040807,0.001406127,0.004170193,0.006378428,0.0003303243],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9538078,0.001074117,0.0002857036,0.0001107417,0.02355121,0.0003306704,0.00003750414,0.0001279866,0.02067432],"genre_scores_gemma":[0.9969187,0.0004324539,0.001387787,0.000350725,0.0007916848,0.00001918154,0.00001344504,0.00003181037,0.00005420589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.215529,"threshold_uncertainty_score":0.9408328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03896912782562451,"score_gpt":0.3656274017267294,"score_spread":0.3266582739011049,"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."}}