{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003595913,0.0001150125,0.000436327,0.000130641,0.00009445754,0.00003646483,0.000094545,0.00004393589,0.0008931971],"category_scores_gemma":[0.0001534901,0.00008936002,0.0000813068,0.0003724598,0.00001150638,0.0001964973,0.0001247977,0.0001193447,0.000008815224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001620573,"about_ca_system_score_gemma":0.00009444322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002511019,"about_ca_topic_score_gemma":0.00007755231,"domain_scores_codex":[0.9985631,0.0001047536,0.0003232124,0.0002033258,0.0006368859,0.0001686957],"domain_scores_gemma":[0.9991567,0.0002666372,0.0002260208,0.000213303,0.0000897405,0.00004765297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001962856,0.0000136057,0.9942377,0.00001344256,0.0001288308,0.000003984246,0.00007046819,0.001769644,0.000005781332,0.00006754082,0.001429812,0.0002963029],"study_design_scores_gemma":[0.01056486,0.000778883,0.9649463,0.00002480035,0.00008151968,3.754276e-7,0.000116047,0.0001263017,0.00001067905,0.00001994565,0.02321734,0.0001129318],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901794,0.00001052068,0.00002871092,0.005206089,0.0001839377,0.001725658,0.0000148109,0.00002008315,0.002630774],"genre_scores_gemma":[0.9929509,0.000002472977,0.000650302,0.0002170864,0.0001659474,0.000006856399,0.00008005105,0.00001767384,0.005908684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02929142,"threshold_uncertainty_score":0.9779882,"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."}}