{"id":"W2621506504","doi":"10.1002/clc.22736","title":"The association of QRS duration with atrial fibrillation in a heart failure with preserved ejection fraction population: a pilot study","year":2017,"lang":"en","type":"article","venue":"Clinical Cardiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Atrial fibrillation; Cardiology; Internal medicine; Heart failure; Ejection fraction; Sinus rhythm; Odds ratio; QRS complex; Population","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":[],"consensus_categories":[],"category_scores_codex":[0.002042509,0.000112011,0.0005503186,0.00007262109,0.0002942722,0.00004932858,0.00006976652,0.0001232305,0.000006793918],"category_scores_gemma":[0.002410785,0.00006983431,0.0001442909,0.0001233317,0.00007114428,0.0002400116,0.00003791896,0.000201796,0.000005574806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001200894,"about_ca_system_score_gemma":0.00005155483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002074367,"about_ca_topic_score_gemma":0.001546801,"domain_scores_codex":[0.9980379,0.0005436024,0.0006874895,0.0002701256,0.0003123149,0.0001486088],"domain_scores_gemma":[0.9975668,0.0008770902,0.0008401738,0.0004533899,0.0002243292,0.00003827572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005077576,0.00000878074,0.992784,0.000009527359,0.0002485347,0.000002372179,0.00001090238,0.001141056,0.00001773516,0.00009472858,0.0001543525,0.0004504417],"study_design_scores_gemma":[0.005103983,0.004333318,0.9858778,0.00001849978,0.000262759,0.000003742702,0.0001652096,0.0003837364,0.000002764799,0.00007852387,0.003693617,0.00007609838],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907104,0.00001659737,0.0002568358,0.006961702,0.0004088787,0.001347381,0.000001297073,0.00003016252,0.0002667102],"genre_scores_gemma":[0.9972829,0.00002148717,0.0001986845,0.0000152915,0.002179252,0.000004998199,0.00003398321,0.00001191012,0.0002515457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006946411,"threshold_uncertainty_score":0.2886109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1070689482378479,"score_gpt":0.4043091839675418,"score_spread":0.2972402357296939,"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."}}