{"id":"W4224027734","doi":"10.1016/j.jacc.2022.02.018","title":"Elevated Lipoprotein(a) and Risk of Atrial Fibrillation","year":2022,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":121,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; Population Health Research Institute; Université Laval; Impact; Institut Universitaire de Cardiologie et de Pneumologie de Québec; Thrombosis and Atherosclerosis Research Institute; McMaster University","funders":"","keywords":"Mendelian randomization; Medicine; Internal medicine; Lipoprotein(a); Atrial fibrillation; Atherosclerotic cardiovascular disease; Cardiology; Heart failure; Risk factor; Stroke (engine); Lipoprotein; Biobank; Cholesterol; Endocrinology; Disease; Bioinformatics; Genetic variants","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":[0.001588999,0.00008410447,0.001018435,0.000134869,0.00009597628,9.891867e-7,0.0001222926,0.00002905704,0.00001022359],"category_scores_gemma":[0.0003784393,0.00005617628,0.0008305791,0.0004223002,0.000263169,0.00002221668,0.0001203759,0.0003073321,1.200884e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007534665,"about_ca_system_score_gemma":0.0003417544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001621386,"about_ca_topic_score_gemma":0.000002420675,"domain_scores_codex":[0.9979005,0.0008480329,0.0005325276,0.00009722968,0.0004934641,0.0001282859],"domain_scores_gemma":[0.9979123,0.0001181517,0.00134652,0.0003227491,0.00023491,0.00006534311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01876766,0.0000603824,0.7852629,0.000323337,0.01303822,0.0003687335,0.0002869972,0.03145378,0.0246564,0.0006080607,0.0050357,0.1201378],"study_design_scores_gemma":[0.00940288,0.01271702,0.8430197,0.0001073932,0.003632298,0.01662151,0.00216248,0.0004006345,0.0044261,0.0009166042,0.1063354,0.0002579187],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957137,0.00254507,0.000167295,0.000675829,0.0003041029,0.0003326325,0.00008971959,0.000002985938,0.0001686761],"genre_scores_gemma":[0.9971543,0.001390778,0.0005275274,0.00004171194,0.0008318318,0.000001544307,8.125147e-7,0.00001130217,0.00004020883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1198799,"threshold_uncertainty_score":0.2290802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00965718268089757,"score_gpt":0.2516798003871837,"score_spread":0.2420226177062862,"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."}}