{"id":"W7131903926","doi":"10.1093/eurpub/ckaf083/8159910?login=true","title":"Persistently high impact of alcohol use on fatal violence in Lithuania despite strengthening alcohol control policies, 2004-19","year":2025,"lang":"en","type":"other","venue":"Lithuanian University of Health Sciences","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; Centre for Addiction and Mental Health","funders":"National Institute on Alcohol Abuse and Alcoholism; National Institutes of Health","keywords":"Poison control; Alcohol; Occupational safety and health; Public health; Suicide prevention; Human factors and ergonomics","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"],"consensus_categories":[],"category_scores_codex":[0.00176874,0.0007352707,0.00174302,0.003598199,0.0005172302,0.00008366016,0.002035686,0.0004309177,0.0006489969],"category_scores_gemma":[0.0002796608,0.0007458706,0.0005017972,0.002740947,0.002484241,0.0004664057,0.0002567621,0.0006214361,0.0001065206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001436483,"about_ca_system_score_gemma":0.004901828,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4323272,"about_ca_topic_score_gemma":0.01878429,"domain_scores_codex":[0.9943014,0.0008152107,0.0008708812,0.001308309,0.001324061,0.001380146],"domain_scores_gemma":[0.9957255,0.0004902249,0.002206757,0.000895644,0.0001846332,0.0004972972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002436242,0.002119038,0.8150025,0.002295876,0.00124707,0.0002198682,0.01109036,0.008217138,0.0004947842,0.01044858,0.1380494,0.008379156],"study_design_scores_gemma":[0.0172783,0.007389752,0.8966901,0.02952568,0.0004671222,0.00003150669,0.01314348,0.002763867,0.00005821829,0.0003609186,0.0292152,0.003075798],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.870764,0.005088085,0.0003075736,0.001221305,0.001112365,0.005339627,0.02792906,0.0007254118,0.08751257],"genre_scores_gemma":[0.9635416,0.0005955964,0.001994702,0.0002586647,0.00005782953,0.000001283783,0.00008635124,0.000181478,0.03328253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.413543,"threshold_uncertainty_score":0.9994993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03515597836272358,"score_gpt":0.3059958671516939,"score_spread":0.2708398887889703,"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."}}