{"id":"W2889932982","doi":"10.1136/bmj.k3888","title":"Does moderate alcohol consumption really have health benefits?","year":2018,"lang":"en","type":"letter","venue":"BMJ","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Observational study; Alcohol consumption; Consumption (sociology); Public health; Alcohol; Environmental health; Disease; Salient; Psychology; Medicine; Psychiatry; Political science; Sociology; Law; Pathology; Social science","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":[0.007526529,0.00102912,0.002815788,0.001553649,0.002772534,0.003548529,0.002758089,0.04502065,0.01280223],"category_scores_gemma":[0.07124995,0.000985219,0.002151934,0.001222627,0.003448748,0.006137199,0.00128798,0.0469629,0.01384807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003748336,"about_ca_system_score_gemma":0.003396478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005406136,"about_ca_topic_score_gemma":0.007063661,"domain_scores_codex":[0.9925896,0.002394959,0.001200953,0.0006722485,0.00264677,0.0004955083],"domain_scores_gemma":[0.9621015,0.02545483,0.002074344,0.0009108354,0.006880656,0.002577885],"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":[0.0001432963,0.00002898194,0.0002696903,0.000340711,0.00004694061,0.0002854017,0.00005220756,0.00001378974,0.00009331,0.0009045192,0.988355,0.009466027],"study_design_scores_gemma":[0.0008152844,0.0002863124,0.00274608,0.002845568,0.0002827812,0.001488005,0.0003483221,0.0002445834,0.0003847647,0.01234864,0.9780844,0.0001252266],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001655107,0.00671746,0.00003958485,0.9154192,0.07596922,0.00000818899,0.0001051388,0.00002323113,0.00155252],"genre_scores_gemma":[0.002397687,0.007990234,0.000109184,0.7569339,0.2294596,0.00002613128,0.00007149002,0.00002714801,0.002984704],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04502065,"threshold_uncertainty_score":0.04282779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.152747917582892,"score_gpt":0.4186447056015554,"score_spread":0.2658967880186634,"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."}}