{"id":"W4407064566","doi":"10.1016/j.tcm.2025.01.006","title":"Editorial commentary: The relationship between alcohol intake and cardiovascular health: Gaps in knowledge","year":2025,"lang":"en","type":"review","venue":"Trends in Cardiovascular Medicine","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kingston General Hospital; Kingston Health Sciences Centre; Queen's University","funders":"","keywords":"Alcohol intake; Alcohol; Medicine; Cardiovascular health; Environmental health; Physiology; Psychology; Internal medicine; Biology; Biochemistry; Disease","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0110016,0.0008774085,0.007775054,0.002382881,0.0002549516,0.00002179693,0.0003922719,0.0008872561,0.00005081493],"category_scores_gemma":[0.001456137,0.0005965019,0.002470661,0.002951977,0.0004700763,0.00007350594,0.000248827,0.003164944,0.00002717042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0010532,"about_ca_system_score_gemma":0.0008379944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001336456,"about_ca_topic_score_gemma":0.000269556,"domain_scores_codex":[0.9913649,0.003369567,0.001932797,0.001191013,0.001305212,0.0008365269],"domain_scores_gemma":[0.9936769,0.003265978,0.0002742954,0.00222742,0.0001059163,0.000449504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002479776,0.00005010872,0.00613917,0.02662635,0.002515161,0.00005490927,0.0004588198,0.000001420688,2.694557e-9,0.00005990858,0.1354934,0.828576],"study_design_scores_gemma":[0.005857832,0.0001888791,0.02102314,0.04313001,0.006618205,0.00008854948,0.00009015775,0.000001564868,1.482378e-8,0.00002633478,0.9226185,0.0003568099],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001015672,0.9782964,0.00002842129,0.003673979,0.01359098,0.002689372,0.00004415564,0.00008552186,0.001581036],"genre_scores_gemma":[0.0004708462,0.9536106,0.0000386863,0.0006955221,0.04312985,0.0005882219,0.001136867,0.00009015037,0.0002392376],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8282192,"threshold_uncertainty_score":0.9996486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2066513104618448,"score_gpt":0.4554166608743745,"score_spread":0.2487653504125298,"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."}}