{"id":"W2167163675","doi":"10.1161/circulationaha.107.757427","title":"Predictors of Outcomes in Low-Flow, Low-Gradient Aortic Stenosis","year":2008,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":229,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Cardiology; Stenosis; Internal medicine; Aortic valve stenosis","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":[0.0003534467,0.0002905185,0.0002828004,0.0004568434,0.0003461097,0.0004342344,0.0002238767,0.0004401141,0.000908739],"category_scores_gemma":[0.002252555,0.0001391687,0.0001821628,0.0002812368,0.0003922264,0.0002182323,0.0002770466,0.0004893349,0.0001424786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000148853,"about_ca_system_score_gemma":0.0002272339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001135804,"about_ca_topic_score_gemma":0.001615958,"domain_scores_codex":[0.9998268,0.00004490445,0.00001883866,0.00002989185,0.00003155598,0.0000480003],"domain_scores_gemma":[0.9985933,0.0003559977,0.0004624805,0.00003050792,0.00008532895,0.000472409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001240719,0.0000202924,0.9990645,0.000003462264,0.000007516343,0.00007278925,0.0000165477,0.00004566818,0.0001111292,0.000005358252,0.00003482848,0.0004938857],"study_design_scores_gemma":[0.00001267447,0.0001153496,0.9989802,0.000003970162,0.00001363127,0.0004003363,0.00005573508,0.0002962521,0.00005126781,0.000031035,0.00003707124,0.000002509972],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997788,0.00007767772,0.00002586756,0.00002121396,0.000002336376,0.000002010643,0.00002957026,0.000001085085,0.00006142093],"genre_scores_gemma":[0.9998312,0.00002543981,0.00002493975,0.000006471146,0.000009474352,0.00000252038,0.00007782073,4.547819e-7,0.00002174734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001135804,"threshold_uncertainty_score":0.003040016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01570153374489259,"score_gpt":0.2889399139858773,"score_spread":0.2732383802409847,"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."}}