{"id":"W3088385564","doi":"10.1093/eurheartj/ehaa697","title":"Angiotensin-converting enzyme 2 (ACE2) levels in relation to risk factors for COVID-19 in two large cohorts of patients with atrial fibrillation","year":2020,"lang":"en","type":"article","venue":"European Heart Journal","topic":"GDF15 and Related Biomarkers","field":"Medicine","cited_by":123,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; McMaster University; Population Health Research Institute","funders":"Janssen Pharmaceuticals; Sirtex Medical; Daiichi-Sankyo; Boston Scientific Corporation; Sanofi; GlaxoSmithKline; Stiftelsen för Strategisk Forskning; Eli Lilly and Company; Bristol-Myers Squibb; AstraZeneca; Boehringer Ingelheim; Amgen; Pfizer; Medtronic","keywords":"Medicine; Biomarker; Internal medicine; GDF15; Atrial fibrillation; Cystatin C; Natriuretic peptide; Angiotensin-converting enzyme 2; Diabetes mellitus; Endocrinology; Disease; Coronavirus disease 2019 (COVID-19); Heart failure; Creatinine; Biology","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":[0.0005862743,0.0004765374,0.0004683477,0.0005689492,0.0005366954,0.0007903102,0.0004000549,0.0007584824,0.001208937],"category_scores_gemma":[0.001500289,0.0003463396,0.0006088577,0.0006193801,0.0002878919,0.0003655131,0.0005122157,0.0008089253,0.0002607007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001875038,"about_ca_system_score_gemma":0.0001586491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001630701,"about_ca_topic_score_gemma":0.00145542,"domain_scores_codex":[0.9994981,0.00009041069,0.00004597956,0.000238031,0.00006412746,0.00006330267],"domain_scores_gemma":[0.9990364,0.0001715228,0.0003012915,0.0001728447,0.00009982609,0.0002180612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006561721,0.00004661591,0.9973031,0.000006445003,0.0001517326,0.0000967642,0.00007231403,0.00002899863,0.0009670779,0.00001498368,0.00008558309,0.0005701778],"study_design_scores_gemma":[0.00003141926,0.0001187328,0.9990709,0.000002496763,0.00005678116,0.000278468,0.00006874048,0.0001459138,0.00008863076,0.00002241409,0.0001107033,0.000004772881],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992443,0.000129504,0.00009049062,0.00001872767,0.000008765372,0.000006364628,0.0003207978,0.000002853142,0.0001781111],"genre_scores_gemma":[0.9991516,0.00005188331,0.00009367924,0.00002492251,0.00001748044,0.00001434163,0.0004899434,0.000003018126,0.000153057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001630701,"threshold_uncertainty_score":0.004044294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04328595735203424,"score_gpt":0.3080799791507163,"score_spread":0.2647940217986821,"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."}}