{"id":"W4200248163","doi":"10.1136/openhrt-2021-001726","title":"Atrial fibrillation and clinical outcomes 1 to 3 years after myocardial infarction","year":2021,"lang":"en","type":"article","venue":"Open Heart","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs; University of Toronto; St. Michael's Hospital","funders":"National Heart, Lung, and Blood Institute; American Regent; Esperion Therapeutics; GlaxoSmithKline; HLS Therapeutics; Daiichi Sankyo Europe; Gilead Sciences; Servier; Duke Clinical Research Institute; Astellas Pharma; Sanofi; Abiomed; Merit Medical Systems; Novo Nordisk; CSL Behring; National Institute for Health and Care Research; Medicines Company; National Institutes of Health; Regeneron Pharmaceuticals; London School of Hygiene and Tropical Medicine; Pfizer; York University; Cleveland Clinic; Bristol-Myers Squibb; Eli Lilly and Company; AstraZeneca; University of Toronto; Heart and Stroke Foundation of Canada; Amgen","keywords":"Myocardial infarction; Atrial fibrillation; Cardiology; Internal medicine; Medicine; Ventricular fibrillation; Fibrillation","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001304048,0.0003153945,0.0004953761,0.0009027662,0.000540861,0.0008863144,0.0003852004,0.0008141315,0.002321998],"category_scores_gemma":[0.005816832,0.0001368308,0.0008637045,0.001374678,0.0003129689,0.0007388052,0.0007122936,0.001089771,0.0003544059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003357506,"about_ca_system_score_gemma":0.0003503503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003001531,"about_ca_topic_score_gemma":0.003741249,"domain_scores_codex":[0.9990647,0.0002359722,0.0001395979,0.0001822322,0.0001507862,0.0002267677],"domain_scores_gemma":[0.9945971,0.000644284,0.003540659,0.0001450161,0.0003540976,0.0007187576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005137225,0.00007246788,0.9959064,0.00004743531,0.0001723536,0.00007769806,0.00004590665,0.000113903,0.00005259771,0.00004708502,0.0002856165,0.002664803],"study_design_scores_gemma":[0.00002029298,0.0001611334,0.9991455,0.00002122529,0.00005499653,0.0001650378,0.00005108369,0.0001047636,0.00001500074,0.00006975311,0.0001848252,0.000006284585],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921605,0.002938074,0.0001072506,0.0003256154,0.00004959394,0.00002357106,0.002229386,0.00001108533,0.002154995],"genre_scores_gemma":[0.9971865,0.0005923154,0.00007129662,0.00007742039,0.00009994808,0.0000202226,0.001665281,0.000002453332,0.0002845057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003001531,"threshold_uncertainty_score":0.007767797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08337704550831636,"score_gpt":0.4182860050668109,"score_spread":0.3349089595584945,"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."}}