{"id":"W2747999573","doi":"10.1016/j.jacc.2005.03.020","title":"Are Transthoracic Echocardiographic Parameters Associated With Atrial Fibrillation Recurrence or Stroke?","year":2005,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":154,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Libin Cardiovascular Institute of Alberta","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Atrial fibrillation; Sinus rhythm; Cardiology; Internal medicine; Stroke (engine); Ejection fraction; Hazard ratio; Mitral regurgitation; Heart failure; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001361611,0.0006133356,0.001088361,0.001257212,0.0005770076,0.001456843,0.0007239276,0.003125625,0.003477275],"category_scores_gemma":[0.01196568,0.0005062345,0.001725204,0.001731623,0.000843672,0.001881478,0.000437471,0.002421048,0.0006993322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000201674,"about_ca_system_score_gemma":0.0005547286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001550031,"about_ca_topic_score_gemma":0.001913649,"domain_scores_codex":[0.9990053,0.0003241697,0.0001899432,0.0001719508,0.0001328976,0.0001758121],"domain_scores_gemma":[0.9900006,0.004169622,0.003475964,0.0007219003,0.0005339261,0.001098013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001686231,0.00005902076,0.997458,0.00001179287,0.0001837907,0.0001730363,0.00003289211,0.00002909899,0.0001081071,0.00002723524,0.0001336063,0.001614647],"study_design_scores_gemma":[0.00001901361,0.0001405414,0.9972324,0.00001645512,0.0002410536,0.00127154,0.0002069581,0.0003876514,0.0000899306,0.0001120483,0.0002698686,0.00001253455],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993572,0.002163642,0.000310499,0.001245566,0.0001328829,0.000007681349,0.0003683214,0.00001395796,0.002185453],"genre_scores_gemma":[0.9982829,0.000489051,0.0001381399,0.0001854476,0.000346242,0.000007276904,0.0002946619,0.00000517133,0.0002511751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003477275,"threshold_uncertainty_score":0.01163262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04351409160350053,"score_gpt":0.3165091911097961,"score_spread":0.2729950995062956,"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."}}