{"id":"W3153417155","doi":"10.1136/openhrt-2021-001606","title":"Heart rate and adverse outcomes in patients with prevalent atrial fibrillation","year":2021,"lang":"en","type":"article","venue":"Open Heart","topic":"Heart rate and cardiovascular health","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"Schweizerische Herzstiftung; Svenska Läkaresällskapet; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation; Riksförbundet HjärtLung; Foundation for Cardiovascular Research; Sanofi; Universitätsspital Basel; Universität Basel; Bristol-Myers Squibb; Daiichi-Sankyo; McMaster University; Pfizer","keywords":"Medicine; Atrial fibrillation; Internal medicine; Heart failure; Cardiology; Prospective cohort study; Heart rate; Stroke (engine); Proportional hazards model; Cohort; Cohort study; Population; Adverse effect; Blood pressure","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":[0.00168664,0.000256455,0.0004571008,0.0005092075,0.0003143007,0.0008987568,0.0002937661,0.0005737771,0.001009177],"category_scores_gemma":[0.006208687,0.0002152566,0.0005796617,0.0008237644,0.0002814099,0.0006702276,0.0005313182,0.0008208863,0.000124252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00013662,"about_ca_system_score_gemma":0.0002452907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001383596,"about_ca_topic_score_gemma":0.001429519,"domain_scores_codex":[0.9992279,0.0002491575,0.00009610908,0.0001868431,0.0001354372,0.0001045359],"domain_scores_gemma":[0.9955388,0.001469943,0.002115273,0.000263926,0.0002574099,0.0003546395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001962062,0.00002158644,0.9986973,0.00001112359,0.00007823896,0.00002524808,0.00001676478,0.00003002098,0.00006003986,0.00001045366,0.00002398256,0.0008290508],"study_design_scores_gemma":[0.00002069946,0.0001726579,0.9992235,0.00001016306,0.00006420254,0.0001609723,0.0000424009,0.0001580323,0.00002592521,0.00004102236,0.00007708303,0.000003465256],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981177,0.001194171,0.0001710604,0.00008739408,0.00001389293,0.000007469343,0.0001914587,0.000003187117,0.000213728],"genre_scores_gemma":[0.9991938,0.0003318392,0.000107579,0.00004369481,0.0000533993,0.00000703446,0.0002118269,0.000001392491,0.00004946598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00168664,"threshold_uncertainty_score":0.008919895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02043178499760392,"score_gpt":0.3062471016530043,"score_spread":0.2858153166554004,"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."}}