{"id":"W4309487212","doi":"10.1016/s0140-6736(22)02123-7","title":"Alcohol and health","year":2022,"lang":"en","type":"letter","venue":"The Lancet","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Ontario; University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Medicine; Environmental health","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":[0.00605936,0.001666485,0.002466288,0.001686927,0.007283666,0.009112487,0.002384136,0.128733,0.02919345],"category_scores_gemma":[0.03651406,0.001484899,0.002185259,0.001272217,0.006776132,0.006260105,0.005704852,0.05021034,0.01721788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008192577,"about_ca_system_score_gemma":0.0153324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03347438,"about_ca_topic_score_gemma":0.06555572,"domain_scores_codex":[0.9930696,0.001737404,0.0006475607,0.0007957669,0.002458753,0.001290981],"domain_scores_gemma":[0.9856529,0.006375172,0.0009900595,0.0007092539,0.001788031,0.004484626],"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":[0.00005918755,0.00002540132,0.0001782791,0.0001103105,0.00002305512,0.0002645798,0.00009134701,0.00002289305,0.0001130131,0.005332547,0.9849098,0.008869561],"study_design_scores_gemma":[0.0002013054,0.00004541711,0.00110962,0.0005976676,0.00004532753,0.0002753569,0.0002571725,0.00008256462,0.00007579382,0.01476027,0.9825096,0.00003977928],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0001831041,0.007309209,0.00004618634,0.9374933,0.04393086,0.0000199824,0.0001188205,0.00002453556,0.01087396],"genre_scores_gemma":[0.001539399,0.002142427,0.00007364708,0.9389462,0.03959156,0.00005699304,0.00003529758,0.0000164245,0.01759801],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.128733,"threshold_uncertainty_score":0.09766185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2389792500340591,"score_gpt":0.4275321557554642,"score_spread":0.1885529057214051,"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."}}