{"id":"W3004319546","doi":"10.1161/circulationaha.119.044183","title":"Effect of Dapagliflozin on Atrial Fibrillation in Patients With Type 2 Diabetes Mellitus","year":2020,"lang":"en","type":"article","venue":"Circulation","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":452,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"Harvard University; Deutsche Forschungsgemeinschaft; AstraZeneca","keywords":"Dapagliflozin; Medicine; Atrial fibrillation; Internal medicine; Cardiology; Type 2 Diabetes Mellitus; Diabetes mellitus; Myocardial infarction; Heart failure; Hazard ratio; Type 2 diabetes; Atrial flutter; Endocrinology","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":[0.002135138,0.0002368755,0.0009698711,0.0002911102,0.0001249903,0.0003570986,0.0001794676,0.0003168958,0.001315611],"category_scores_gemma":[0.005440869,0.0001345438,0.001321066,0.0003057891,0.0001531963,0.0002880987,0.0002423148,0.0007477375,0.0001252534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002940429,"about_ca_system_score_gemma":0.0003367038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007334152,"about_ca_topic_score_gemma":0.0009278277,"domain_scores_codex":[0.9993739,0.0002887529,0.00008583295,0.00007853545,0.0001154045,0.00005765977],"domain_scores_gemma":[0.9966473,0.002265509,0.0006042956,0.00008903292,0.0001228467,0.0002709801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1564421,0.002541061,0.5435037,0.001615688,0.005068669,0.0003981169,0.0001352964,0.00282094,0.002457454,0.000206414,0.002453773,0.2823567],"study_design_scores_gemma":[0.02270747,0.03408732,0.9248043,0.0003181387,0.004674845,0.0006977267,0.00008279271,0.007545408,0.0008796432,0.000364712,0.003805971,0.00003173858],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9790975,0.01718261,0.0002663913,0.0005847071,0.0002045745,0.0000601722,0.0003533681,0.0000236769,0.002226946],"genre_scores_gemma":[0.9953545,0.003226451,0.0003029281,0.0003850978,0.0001767126,0.00003520704,0.0002982743,0.000002592475,0.0002182167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002135138,"threshold_uncertainty_score":0.01129186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00942147224222568,"score_gpt":0.2300643068026778,"score_spread":0.2206428345604521,"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."}}