{"id":"W4293233983","doi":"10.1136/openhrt-2022-002038","title":"Association of body mass index with outcomes in patients with newly diagnosed atrial fibrillation: GARFIELD-AF","year":2022,"lang":"en","type":"article","venue":"Open Heart","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"National Heart, Lung, and Blood Institute; Duke Clinical Research Institute; Astellas Pharma; Ministry of Education, Culture, Sports, Science and Technology; Sirtex Medical; British Heart Foundation; Zafgen; Janssen Scientific Affairs; Japan Society for the Promotion of Science; Boston Scientific Corporation; Alexion Pharmaceuticals; Daiichi-Sankyo; Teva Pharmaceutical Industries; Pfizer; Drexel University; Nakatani Foundation for Advancement of Measuring Technologies in Biomedical Engineering; AstraZeneca; Eli Lilly and Company; Bristol-Myers Squibb; Regeneron Pharmaceuticals; Daiichi Sankyo Europe; Bayer; Bayer HealthCare; Kowa Company; Sanofi; American Heart Association","keywords":"Medicine; Body mass index; Atrial fibrillation; Underweight; Overweight; Internal medicine; Obesity; Population; Prospective cohort study; Diabetes mellitus; Stroke (engine); 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":[0.001367986,0.0004148514,0.0004413349,0.0009495079,0.0003020796,0.0006135324,0.0004325931,0.0006224058,0.001917089],"category_scores_gemma":[0.005048874,0.0002281379,0.0006989131,0.001209833,0.0003436132,0.0006657359,0.0006063663,0.0009165538,0.0001771818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002020795,"about_ca_system_score_gemma":0.0002752062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001690856,"about_ca_topic_score_gemma":0.002942741,"domain_scores_codex":[0.999424,0.0001391432,0.00007433011,0.000154439,0.0001073481,0.0001007204],"domain_scores_gemma":[0.9947917,0.001077045,0.003064099,0.0002923431,0.0001918808,0.0005829393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003757173,0.00001945268,0.9983544,0.00001056517,0.00007127985,0.00003383393,0.00001368694,0.00005377028,0.0000813794,0.00001383979,0.00006199951,0.0009100667],"study_design_scores_gemma":[0.00002639578,0.0001218686,0.9987902,0.000007649875,0.00006699537,0.0002509919,0.00003498191,0.0004805597,0.00004682056,0.00005250765,0.0001163543,0.000004596822],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998485,0.000488873,0.0001475264,0.0001192725,0.00001739323,0.000006616467,0.0004222832,0.000006706934,0.0003064304],"genre_scores_gemma":[0.9991059,0.0001547733,0.0001213698,0.00003105572,0.00005204323,0.000007220855,0.0003926922,0.000002300729,0.0001326215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001917089,"threshold_uncertainty_score":0.007234693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02348620175809035,"score_gpt":0.2992641444643122,"score_spread":0.2757779427062218,"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."}}