{"id":"W2343872524","doi":"10.1093/alcalc/agw022","title":"Alcohol Control Policies and Alcohol-Related Mortality in Russia: Reply to Razvodovsky and Nemtsov","year":2016,"lang":"en","type":"letter","venue":"Alcohol and Alcoholism","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mandate; Alcohol; Work (physics); Set (abstract data type); Political science; Law; Computer science; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.002806572,0.001330514,0.003102441,0.001255776,0.0003918867,0.0002667578,0.0003165195,0.002291065,0.0001351748],"category_scores_gemma":[0.0005879772,0.001007974,0.0002623126,0.0006914471,0.0005900792,0.0003709381,0.0003210591,0.003040165,0.00007703378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002751632,"about_ca_system_score_gemma":0.0009380028,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02369546,"about_ca_topic_score_gemma":0.0003862631,"domain_scores_codex":[0.9913247,0.0007706951,0.0022879,0.002234637,0.001048331,0.002333718],"domain_scores_gemma":[0.9952251,0.0006778306,0.0006325552,0.001455054,0.0003007146,0.001708695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002916913,0.0001232628,0.1575319,0.003383108,0.001033596,0.002888203,0.003044227,4.66661e-7,0.0005716506,0.001600124,0.7831786,0.04635312],"study_design_scores_gemma":[0.007738541,0.0003959448,0.2430872,0.001763201,0.0002859497,0.00132737,0.000110352,0.0000269279,0.00001412428,0.0006759086,0.7436007,0.0009737054],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.278818,0.004139528,0.00001237675,0.7066869,0.001010264,0.003292361,0.000515029,0.00020691,0.005318612],"genre_scores_gemma":[0.3885303,0.002151603,0.00007647743,0.5988488,0.004027083,0.0003109048,0.0001802038,0.0002009452,0.005673716],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1097123,"threshold_uncertainty_score":0.9999446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04802658735883645,"score_gpt":0.3481932017531594,"score_spread":0.3001666143943229,"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."}}