{"id":"W2919513611","doi":"10.1093/eurheartj/ehz062","title":"Alcohol and Atrial Fibrillation","year":2019,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Population Health Research Institute","funders":"","keywords":"Medicine; Atrial fibrillation; Cardiology; Internal medicine","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":[0.0004067445,0.0001765351,0.0003083804,0.001025232,0.000497876,0.001330096,0.0002461894,0.001110209,0.009087445],"category_scores_gemma":[0.003095918,0.0001975648,0.0007564714,0.001346064,0.0002498314,0.0006418221,0.0005441845,0.001487465,0.0007557084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004134728,"about_ca_system_score_gemma":0.0007530331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01289712,"about_ca_topic_score_gemma":0.01719867,"domain_scores_codex":[0.9996383,0.0001051443,0.00004449086,0.00003713782,0.00007516906,0.00009979521],"domain_scores_gemma":[0.9982717,0.0003887447,0.0005276859,0.0000748891,0.0001876225,0.0005492824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005287246,0.0004702193,0.9566407,0.0002763636,0.001247617,0.0003493743,0.0001847155,0.00007917135,0.0001796933,0.001026867,0.007036551,0.03198],"study_design_scores_gemma":[0.00004981918,0.00006627115,0.9909819,0.0002695057,0.00048302,0.0003332147,0.0003076969,0.00009487837,0.00003350947,0.0009295895,0.006438363,0.00001223414],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8275465,0.1001168,0.0001474272,0.02870969,0.002220626,0.00002236595,0.00250438,0.00001779532,0.03871426],"genre_scores_gemma":[0.9624214,0.0257992,0.0001452325,0.002988048,0.002074408,0.00001625542,0.000989393,0.00000963405,0.005556368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01289712,"threshold_uncertainty_score":0.03040051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08854009402492874,"score_gpt":0.3500330625349197,"score_spread":0.2614929685099909,"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."}}