{"id":"W2049070390","doi":"10.1016/j.jacc.2011.12.054","title":"Outcome of Patients With Aortic Stenosis, Small Valve Area, and Low-Flow, Low-Gradient Despite Preserved Left Ventricular Ejection Fraction","year":2012,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":356,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Ejection fraction; Cardiology; Stenosis; Internal medicine; Stroke volume; Aortic valve stenosis; Prospective cohort study; Aortic valve; Heart failure","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":[0.0002206106,0.0001511393,0.0009228915,0.0001474872,0.00004646834,0.000002589386,0.00007863395,0.00004341094,0.00000757964],"category_scores_gemma":[0.0001435793,0.00008963176,0.001090225,0.00020607,0.0001948115,0.00008105143,0.00004974797,0.0001490862,5.01713e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001447022,"about_ca_system_score_gemma":0.00006116208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002504074,"about_ca_topic_score_gemma":5.3139e-7,"domain_scores_codex":[0.9986551,0.0002044783,0.000492527,0.0001141785,0.0003166611,0.0002170051],"domain_scores_gemma":[0.9980525,0.0001062466,0.001018561,0.0002582152,0.0003975283,0.0001669482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001470787,0.00031486,0.9945986,0.00007774773,0.002739691,0.0000159154,0.00001614716,0.0003059142,0.0001083811,0.000002742036,0.0001148962,0.0002342954],"study_design_scores_gemma":[0.002382729,0.001435468,0.992579,0.0001164402,0.002825454,0.00007808286,0.0001975676,0.00002189409,0.000210228,0.00001088252,0.00006647824,0.00007577575],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984132,0.0005172652,0.0001595607,0.00006493828,0.0003330783,0.0003693948,0.00009007601,0.00000357288,0.00004889453],"genre_scores_gemma":[0.9994808,0.0001180675,0.0001901745,0.00004756866,0.0001233137,0.000004429181,0.000005798488,0.00001611245,0.00001369157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002019624,"threshold_uncertainty_score":0.3655077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01116777667782272,"score_gpt":0.2681258179697343,"score_spread":0.2569580412919116,"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."}}