{"id":"W2912126386","doi":"10.3389/fphys.2019.00135","title":"The Association Between Diabetes Mellitus and Atrial Fibrillation: Clinical and Mechanistic Insights","year":2019,"lang":"en","type":"review","venue":"Frontiers in Physiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":150,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Libin Cardiovascular Institute of Alberta","funders":"Canadian Institutes of Health Research; Heart and Stroke Foundation of Canada","keywords":"Atrial fibrillation; Internal medicine; Medicine; Diabetes mellitus; Cardiology; Risk factor; Insulin resistance; Potassium channel; Adipose tissue; Nerve conduction velocity; Endocrinology; Obesity","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0005996673,0.0002434082,0.002039232,0.0001447771,0.0001009731,0.00003079597,0.00007832065,0.0005195358,0.00000381647],"category_scores_gemma":[0.0006159178,0.0001565208,0.0003700498,0.0001724539,0.0001125762,0.00004741837,0.0001232015,0.0003032268,0.00001631193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009514595,"about_ca_system_score_gemma":0.00008098064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000172137,"about_ca_topic_score_gemma":9.547074e-7,"domain_scores_codex":[0.9979128,0.0005158589,0.0007784544,0.0004040692,0.0001482948,0.0002404837],"domain_scores_gemma":[0.9971482,0.002003445,0.0005111918,0.0002399702,0.00003525469,0.000061964],"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":[0.00003711144,5.515435e-7,0.08945496,0.001793768,0.0008168548,5.814979e-7,0.00001367365,5.632017e-7,1.023462e-7,0.0006114516,0.001149775,0.9061206],"study_design_scores_gemma":[0.0007777286,0.0001221797,0.0202137,0.000535282,0.001903842,3.404701e-7,0.000009814457,0.00009482393,4.617588e-8,0.003425659,0.9727606,0.0001559571],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007809573,0.9949903,0.00004189257,0.0002236643,0.00274455,0.001079264,0.000009253122,0.00002159113,0.0001084806],"genre_scores_gemma":[0.0005529482,0.9928713,0.0002530651,0.0000209953,0.005409762,0.00000255778,0.0001597114,0.00002356976,0.0007060686],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9716108,"threshold_uncertainty_score":0.6382734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07682944809428924,"score_gpt":0.3690195638911512,"score_spread":0.2921901157968619,"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."}}