{"id":"W2030048610","doi":"10.1037/a0026668","title":"Using dynamic risk and protective factors to predict inpatient aggression: Reliability and validity of START assessments.","year":2012,"lang":"en","type":"article","venue":"Psychological Assessment","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":106,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; BC Mental Health & Substance Use Services","funders":"National Institute on Drug Abuse; Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research; Michael Smith Health Research BC","keywords":"Psychology; Predictive validity; Psychopathy Checklist; Checklist; Inter-rater reliability; Clinical psychology; Psychopathy; Psychiatry; Aggression; Poison control; Personality; Antisocial personality disorder; Injury prevention; Rating scale; Medicine; Developmental psychology; Social psychology; Medical emergency","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001790424,0.000501088,0.0007087941,0.000213293,0.0002446364,0.00003881616,0.0002754453,0.0003203968,0.0003495147],"category_scores_gemma":[0.0001827482,0.000380394,0.0001191337,0.0004148324,0.0003459885,0.0002507423,0.0003014528,0.0007187673,0.00001028409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002761392,"about_ca_system_score_gemma":0.00002710518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001243684,"about_ca_topic_score_gemma":0.000008173287,"domain_scores_codex":[0.9954892,0.001126741,0.0008347433,0.001100925,0.0006016069,0.0008467409],"domain_scores_gemma":[0.9973605,0.0004258981,0.0006278836,0.0008378238,0.0001110651,0.0006368628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000378252,0.002410864,0.9761243,0.00004422993,0.0001217995,0.000004175311,0.001517498,0.00001301623,0.001313371,0.0004452594,0.001399744,0.01622746],"study_design_scores_gemma":[0.001232651,0.00266545,0.9909471,0.0001437006,0.0001075862,0.00002663236,0.001440316,0.0002155345,0.00006777621,0.001877817,0.0008476921,0.0004277627],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9602361,0.0003172633,0.01729317,0.0001176127,0.01762183,0.001661663,0.000159459,0.0001043825,0.002488464],"genre_scores_gemma":[0.9805889,0.00004645777,0.01875547,0.0001344581,0.0002398757,0.0001541718,0.00001724112,0.00004015879,0.00002331024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0203527,"threshold_uncertainty_score":0.9998648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.101663610997385,"score_gpt":0.4344344003308578,"score_spread":0.3327707893334728,"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."}}