{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004801631,0.00009862299,0.0004253651,0.0000389816,0.00005728061,0.00003147087,0.00002381176,0.00005494402,0.000132184],"category_scores_gemma":[0.00008183968,0.0000770249,0.00009603747,0.0001500673,0.00001870346,0.0001576121,0.00007102606,0.0001028674,0.0000548452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005006541,"about_ca_system_score_gemma":0.0002919143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001969517,"about_ca_topic_score_gemma":0.00008195321,"domain_scores_codex":[0.9989045,0.0001913282,0.0002074986,0.0002710147,0.0002281921,0.0001974486],"domain_scores_gemma":[0.9994013,0.0000441338,0.00002166156,0.0002890085,0.00009724316,0.0001466531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002680948,0.00003253004,0.9976949,0.0000580258,0.00005167195,0.00001858712,0.00007813002,0.0000281489,0.00003289393,0.000007209417,0.0004075889,0.001322188],"study_design_scores_gemma":[0.004943422,0.0002498134,0.9350231,0.0001023932,0.0000476858,0.00002254847,0.00004289498,0.00002280519,0.00009602009,0.000005660826,0.05935904,0.00008467629],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955612,0.0002319067,0.000002805592,0.002489855,0.00009301389,0.0009413112,0.000006327709,0.00001048502,0.000663086],"genre_scores_gemma":[0.996521,0.00007109116,0.0008845962,0.001172652,0.0001167401,0.000006566374,0.00005376912,0.00001790224,0.001155716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06267189,"threshold_uncertainty_score":0.3140984,"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."}}