{"id":"W4226391109","doi":"","title":"Association of Diabetes With Atrial Fibrillation Phenotype and Cardiac and Neurological Comorbidities: Insights From the Swiss-AF Study.","year":2021,"lang":"en","type":"article","venue":"VUBIR (Vrije Universiteit Brussel)","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"","keywords":"Medicine; Atrial fibrillation; Diabetes mellitus; Internal medicine; Odds ratio; Myocardial infarction; Stroke (engine); Comorbidity; Heart failure; Cardiology; Cross-sectional study; Quality of life (healthcare); Endocrinology; Pathology","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":[0.001242374,0.0005104715,0.0004512913,0.001013675,0.0003801637,0.0006447806,0.0003227358,0.0006246825,0.001373164],"category_scores_gemma":[0.002303967,0.0002404984,0.0007920442,0.001741018,0.0001791282,0.0003419257,0.0005707478,0.0004576485,0.0002296133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003247261,"about_ca_system_score_gemma":0.0003442217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0116593,"about_ca_topic_score_gemma":0.01645448,"domain_scores_codex":[0.9993355,0.0002521368,0.0001030762,0.0001218416,0.0001140329,0.00007346953],"domain_scores_gemma":[0.9978269,0.0003375522,0.001171779,0.0001467319,0.0002351063,0.0002819143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001467666,0.00001728891,0.9985202,0.00002373618,0.0001472045,0.00006547742,0.00004024801,0.00002910169,0.00005490632,0.000008201715,0.0002344152,0.0007125757],"study_design_scores_gemma":[0.00002154381,0.00004188478,0.9994149,0.00001180629,0.00006208253,0.0001589066,0.00005204166,0.00006978663,0.00000980009,0.00001631773,0.0001378929,0.000003110842],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929883,0.001576828,0.00007992325,0.0001887013,0.00001158385,0.00002092891,0.004505952,0.000006051077,0.0006216385],"genre_scores_gemma":[0.9953832,0.0004441163,0.000096256,0.00006323143,0.00002397288,0.00003381127,0.003841511,0.00000202237,0.000111794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0116593,"threshold_uncertainty_score":0.02318287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01863461126356623,"score_gpt":0.2343795927664273,"score_spread":0.215744981502861,"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."}}