{"id":"W3208637463","doi":"10.33137/utjph.v2i2.36827","title":"Evaluating the Impact of Alcohol Control Interventions on Suicide Mortality Rates","year":2021,"lang":"en","type":"article","venue":"University of Toronto Journal of Public Health","topic":"Advanced Causal Inference Techniques","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; Public Health Ontario; University of Toronto","funders":"","keywords":"Psychological intervention; Demography; Suicide prevention; Medicine; Poison control; Injury prevention; Excise; Intervention (counseling); Unemployment; Mortality rate; Environmental health; Gerontology; Psychiatry; Economics; Surgery","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":[0.01487183,0.0008060533,0.001087885,0.000909692,0.0003084748,0.0007834806,0.00123742,0.0008335766,0.00689297],"category_scores_gemma":[0.03385695,0.0002696292,0.004500193,0.000593211,0.0007123984,0.0006945553,0.001060509,0.00101776,0.0005532519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001798746,"about_ca_system_score_gemma":0.002988294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003731394,"about_ca_topic_score_gemma":0.002676243,"domain_scores_codex":[0.984144,0.01204136,0.0009781176,0.0007149301,0.001642008,0.0004795943],"domain_scores_gemma":[0.9761513,0.0143853,0.005677697,0.0009122923,0.001960407,0.0009128797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.09088557,0.02851911,0.1938899,0.02895444,0.03044332,0.0001951983,0.0009408471,0.02804187,0.003213342,0.007107432,0.01153823,0.5762706],"study_design_scores_gemma":[0.0172133,0.362767,0.5216827,0.00682916,0.02535043,0.0001347338,0.001210026,0.02549919,0.02019858,0.006509278,0.01235867,0.0002469403],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9515913,0.01079695,0.01035812,0.003200529,0.0009183255,0.006748406,0.005913073,0.0002584131,0.010215],"genre_scores_gemma":[0.9847043,0.003094826,0.005427446,0.0004637073,0.0002557816,0.003623194,0.001312905,0.00001356422,0.001104365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01487183,"threshold_uncertainty_score":0.07865071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.543377495980509,"score_gpt":0.5646551700270969,"score_spread":0.02127767404658787,"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."}}