{"id":"W3036688715","doi":"10.1111/add.15169","title":"Alcohol and drug problems among Australian homicide offenders","year":2020,"lang":"en","type":"article","venue":"Addiction","topic":"Homicide, Infanticide, and Child Abuse","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"Australian Research Council","keywords":"Homicide; Substance abuse; Poison control; Psychiatry; Psychology; Injury prevention; Impulsivity; Suicide prevention; Situational ethics; Human factors and ergonomics; Clinical psychology; Medicine; Medical emergency; Social 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005157878,0.0002137972,0.0003130889,0.001945067,0.001531946,0.0008385153,0.0004777744,0.0005111271,0.00148895],"category_scores_gemma":[0.002486604,0.0003762059,0.0002778529,0.001457281,0.0005324467,0.0006199498,0.001305181,0.000946029,0.0001952064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009030363,"about_ca_system_score_gemma":0.0006820601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04789982,"about_ca_topic_score_gemma":0.07043594,"domain_scores_codex":[0.9994172,0.0001233057,0.00007100972,0.00006349228,0.0001747253,0.000150285],"domain_scores_gemma":[0.998589,0.00009385777,0.0007089133,0.00003761674,0.0002216937,0.0003490074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001790816,0.00007737378,0.9942071,0.00002364279,0.0000074857,0.0003671682,0.002410119,0.00000746593,0.0001253558,0.00001231501,0.00009832662,0.002645653],"study_design_scores_gemma":[7.193169e-7,0.00003929521,0.9978265,0.000009617976,0.000002487041,0.0002863526,0.001701419,0.00001538834,0.00001046816,0.000007786877,0.0000981831,0.000001734289],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994803,0.0000736018,0.000007895691,0.00005283421,0.000002418478,0.00001237489,0.00004926903,7.174373e-7,0.0003206671],"genre_scores_gemma":[0.9992279,0.0002468922,0.00004582225,0.00003829917,0.000006152714,0.00001941982,0.000103735,6.249579e-7,0.0003111031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04789982,"threshold_uncertainty_score":0.09524202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0272170818494693,"score_gpt":0.2622029802649701,"score_spread":0.2349858984155008,"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."}}