{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001186334,0.0002827696,0.000353495,0.0004764814,0.0002892571,0.0007165796,0.0002715585,0.000922825,0.001450027],"category_scores_gemma":[0.006379785,0.0002959069,0.0005603838,0.0007222177,0.000275397,0.0002561607,0.0003117028,0.0007726479,0.0002582629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002630401,"about_ca_system_score_gemma":0.0002126954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00287765,"about_ca_topic_score_gemma":0.001112991,"domain_scores_codex":[0.9989176,0.0004830746,0.0001130872,0.0002761911,0.0001322598,0.00007769063],"domain_scores_gemma":[0.9957463,0.001290923,0.001864509,0.0004978382,0.0002452662,0.00035529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001133475,0.00004626163,0.993119,0.00003091975,0.0003611558,0.0001444216,0.00005161828,0.0001039027,0.0007531707,0.0001144171,0.0001944499,0.003947166],"study_design_scores_gemma":[0.00004428532,0.0002031421,0.9980709,0.00001385818,0.0001505045,0.0004933929,0.00002827823,0.0003886562,0.0001216476,0.0002340261,0.000243036,0.000008215227],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995284,0.002817628,0.0004615705,0.0002276158,0.00002967606,0.000007655856,0.000411117,0.00001930649,0.0007413673],"genre_scores_gemma":[0.9988213,0.0004475804,0.0002584428,0.0000493981,0.0000248072,0.000006680895,0.0002018789,0.000002097585,0.0001877883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00287765,"threshold_uncertainty_score":0.006274045,"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."}}