{"id":"W2065582050","doi":"10.1016/j.jacc.2014.11.047","title":"Impact of Classic and Paradoxical Low Flow on Survival After Aortic Valve Replacement for Severe Aortic Stenosis","year":2015,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":102,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Ejection fraction; Cardiology; Internal medicine; Aortic valve replacement; Stenosis; Stroke volume; Odds ratio; Aortic valve; Aortic valve stenosis; Body surface area; Heart failure","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":[0.001117245,0.0004216165,0.0008032814,0.0005197171,0.0005987426,0.001435979,0.0006515231,0.001123898,0.002326642],"category_scores_gemma":[0.006670517,0.0002207913,0.001196742,0.0004087532,0.001142541,0.001106604,0.0009839592,0.002592058,0.000212097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000574701,"about_ca_system_score_gemma":0.0007213813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001123878,"about_ca_topic_score_gemma":0.00243155,"domain_scores_codex":[0.9994121,0.0001557041,0.00006080736,0.0001051031,0.00009721726,0.000169222],"domain_scores_gemma":[0.9939673,0.002649958,0.000995963,0.0003830789,0.0002939609,0.001709753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006860806,0.0007592499,0.9658887,0.0001079969,0.0007621517,0.001267529,0.0001719119,0.00062911,0.001255164,0.0004888487,0.0003775329,0.02143108],"study_design_scores_gemma":[0.0000744337,0.0008318953,0.9960778,0.00002777707,0.000275838,0.0008388878,0.0002511586,0.0006101148,0.00008629414,0.0007374934,0.0001616434,0.00002657908],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974837,0.0007070266,0.000130058,0.0003353683,0.0000674498,0.000005921106,0.00008306815,0.000005897848,0.001181632],"genre_scores_gemma":[0.9993072,0.0001706589,0.00005895276,0.00007527089,0.0001376769,0.000002574255,0.00009197736,0.000002708286,0.0001529818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002326642,"threshold_uncertainty_score":0.007783353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01881891625799882,"score_gpt":0.3348065661556506,"score_spread":0.3159876498976518,"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."}}