{"id":"W3134234443","doi":"10.1016/j.amjcard.2021.02.040","title":"Atrial Fibrillation and Outcomes After Transcatheter or Surgical Aortic Valve Replacement (from the PARTNER 3 Trial)","year":2021,"lang":"en","type":"article","venue":"The American Journal of Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital","funders":"Edwards Lifesciences","keywords":"Medicine; Atrial fibrillation; Hazard ratio; Internal medicine; Cardiology; Stroke (engine); Aortic valve replacement; Stenosis; Valve replacement; Atrial flutter; Confidence interval; Aortic valve stenosis; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001730149,0.0009334632,0.001810639,0.0001767288,0.0003367818,0.001589505,0.0007004587,0.001274613,0.004374002],"category_scores_gemma":[0.003723328,0.0003733033,0.002344438,0.0004206682,0.0004942215,0.001114555,0.0007888205,0.002624581,0.0004364835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003086095,"about_ca_system_score_gemma":0.0004058412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001316939,"about_ca_topic_score_gemma":0.002053586,"domain_scores_codex":[0.9990824,0.0004705589,0.00006635492,0.0001766135,0.0000572845,0.0001467821],"domain_scores_gemma":[0.9983895,0.0005614851,0.0004332915,0.0002271248,0.00007075658,0.0003177674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.7744467,0.001509831,0.1460065,0.002504286,0.02720664,0.000545684,0.0002190352,0.001653101,0.002730642,0.001469554,0.009786595,0.03192132],"study_design_scores_gemma":[0.3587817,0.02210771,0.5479732,0.0008389322,0.05207574,0.0009872121,0.0004633981,0.002846132,0.001266873,0.005010131,0.007434324,0.0002146058],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9779505,0.01390615,0.000408436,0.0009846435,0.0004382982,0.00009488297,0.003081277,0.00005674145,0.003079057],"genre_scores_gemma":[0.9934639,0.002089801,0.0001992921,0.0005598424,0.0005322964,0.000137971,0.002225767,0.00001327029,0.0007776881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004374002,"threshold_uncertainty_score":0.01463246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02075497620322059,"score_gpt":0.3469588592722578,"score_spread":0.3262038830690372,"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."}}