{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009777454,0.0005132632,0.001086898,0.0003366168,0.0003046503,0.00006839544,0.0001641998,0.001159643,0.001261943],"category_scores_gemma":[0.0001550677,0.0003421072,0.0002312643,0.00007894054,0.0001959218,0.00008165996,0.00007192944,0.001940081,0.002567882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004162914,"about_ca_system_score_gemma":0.0009798437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002645663,"about_ca_topic_score_gemma":0.0001861096,"domain_scores_codex":[0.9962646,0.0003241384,0.0009303901,0.0008219157,0.0007690179,0.000889943],"domain_scores_gemma":[0.9974067,0.0001949819,0.0006932757,0.0009863738,0.0003363671,0.0003823546],"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":[0.0002439565,0.00003723869,0.001958095,0.002668932,0.000116599,0.0002238294,0.0001603309,9.703707e-7,0.000007321109,0.00003844505,0.9898601,0.004684167],"study_design_scores_gemma":[0.002089082,0.0004691466,0.01339697,0.002065604,0.0001495735,0.0002522586,0.000009025467,0.0003291131,0.00003787755,0.00008710583,0.9806607,0.0004534867],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003023479,0.0009427322,0.0001203042,0.9869385,0.002038443,0.003389563,0.0001848684,0.0003342795,0.003027866],"genre_scores_gemma":[0.001248509,0.00172654,0.001194789,0.9556841,0.01466973,0.0002870305,0.00157418,0.0001363936,0.02347867],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03125431,"threshold_uncertainty_score":0.9999031,"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."}}