{"id":"W1828972162","doi":"10.1002/ejhf.346","title":"Is Heart Rate a Risk Marker in Patients with Chronic Heart Failure and Concomitant Atrial Fibrillation? Results from the MAGGIC Meta-Analysis","year":2015,"lang":"en","type":"review","venue":"European Journal of Heart Failure","topic":"Heart rate and cardiovascular health","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"University of Auckland; University of Glasgow","keywords":"Medicine; Heart failure; Cardiology; Internal medicine; Ejection fraction; Atrial fibrillation; Hazard ratio; Heart rate; Sinus rhythm; Heart failure with preserved ejection fraction; Proportional hazards model; Ivabradine; Blood pressure; Confidence interval","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01051902,0.0007449273,0.006518472,0.0004898741,0.0001947403,0.0001665128,0.0002434157,0.0002174328,0.0002533923],"category_scores_gemma":[0.0004615443,0.0003877254,0.005224516,0.001214846,0.0001495479,0.0002041139,0.0001211311,0.001980981,0.0001552882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000277651,"about_ca_system_score_gemma":0.001573265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001629656,"about_ca_topic_score_gemma":0.0001858899,"domain_scores_codex":[0.9861283,0.008800592,0.002449621,0.0007492868,0.001311727,0.0005604698],"domain_scores_gemma":[0.9953715,0.0007295714,0.00130075,0.0012498,0.0007242926,0.00062407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002845661,0.0001369199,0.03638935,0.002203869,0.2885893,0.000854364,0.0009368542,0.0003170834,8.158199e-7,0.000001490111,0.6356596,0.03206472],"study_design_scores_gemma":[0.004761332,0.0008297727,0.01935806,0.001175816,0.1434831,0.0003906722,0.00004140339,0.000007178741,1.13054e-7,0.000001699708,0.8296454,0.0003054872],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005702788,0.9756272,0.00001257895,0.01625851,0.0001573136,0.001466086,0.0007234779,0.00001783519,0.00003419708],"genre_scores_gemma":[0.00920624,0.9779015,0.00553023,0.001570871,0.004498267,0.000006424018,0.0005744655,0.0003226651,0.0003894032],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1939858,"threshold_uncertainty_score":0.9998575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04862225412323212,"score_gpt":0.3050113154973389,"score_spread":0.2563890613741068,"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."}}