{"id":"W2010478642","doi":"10.1016/j.alcohol.2012.03.007","title":"Levels of aggressiveness are higher among alcohol-related suicides: Results from a psychological autopsy study","year":2012,"lang":"en","type":"article","venue":"Alcohol","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Psychiatry; Alcohol use disorder; Impulsivity; Clinical psychology; Suicidal ideation; Poison control; Personality disorders; Alcohol abuse; Anxiety; Suicide prevention; Injury prevention; Medicine; Depression (economics); Psychology; Personality; Alcohol; Medical emergency","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008255222,0.0004695462,0.0008995378,0.0001858148,0.0001827298,0.00002706101,0.0005696496,0.0004162962,0.004230881],"category_scores_gemma":[0.0002599299,0.0003771973,0.0002545298,0.0005276686,0.0003077669,0.0002288955,0.0002107041,0.0004848392,0.0008213761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004582375,"about_ca_system_score_gemma":0.00001125697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001655058,"about_ca_topic_score_gemma":0.0001013968,"domain_scores_codex":[0.9960235,0.0006433064,0.00111084,0.000854978,0.0004792367,0.000888128],"domain_scores_gemma":[0.996752,0.0008716972,0.0007976241,0.001175577,0.0001721258,0.0002309315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006254693,0.002627385,0.973361,0.000006069379,0.001372633,0.0002108139,0.0125116,0.0000048723,0.0006247741,0.0002516106,0.006631216,0.001772533],"study_design_scores_gemma":[0.006268588,0.0002870385,0.9859775,0.00003929376,0.0002793138,0.000007447449,0.005604906,0.000002053288,0.0003403712,0.0003124723,0.0004438271,0.0004372038],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9749639,0.002165281,0.000006579962,0.0002192011,0.002652731,0.0007932596,0.0003158568,0.0002262453,0.01865696],"genre_scores_gemma":[0.9958091,0.00001516458,0.00007337466,0.0002868764,0.0003783325,0.0001648995,0.0000405288,0.00006058532,0.003171132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02084522,"threshold_uncertainty_score":0.9999566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1279449959966353,"score_gpt":0.3868615420805042,"score_spread":0.2589165460838689,"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."}}