{"id":"W1556831831","doi":"","title":"Abstract 18268: When is Left Ventricular Function Too Poor for Successful Aortic Valve Replacement? Analysis of 3,075 Cases","year":2014,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Ejection fraction; Aortic valve replacement; Cardiology; Diastole; Internal medicine; Diastolic function; Concomitant; Aortic valve; Heart failure; Blood pressure","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":[0.0006841987,0.0002401082,0.0002842054,0.001143915,0.0005711899,0.0005257078,0.0004034837,0.0005301883,0.002269244],"category_scores_gemma":[0.00129391,0.0002091663,0.0003471505,0.0007511084,0.0006714279,0.0004779194,0.0004790254,0.0003631946,0.0005324695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002836991,"about_ca_system_score_gemma":0.0003253037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001000236,"about_ca_topic_score_gemma":0.001172021,"domain_scores_codex":[0.9994392,0.00007397863,0.00008951491,0.0001239687,0.0001532795,0.0001200037],"domain_scores_gemma":[0.9989365,0.0002073473,0.0004762737,0.00006841457,0.00006849127,0.0002429387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003047987,0.000006883246,0.9976779,0.000004610632,0.0000078954,0.00140858,0.00004309055,0.00001059006,0.0001533281,0.00001274062,0.00006225643,0.0005817824],"study_design_scores_gemma":[0.00000546951,0.0000746911,0.9859153,0.00001366158,0.00001556983,0.01287545,0.0004774563,0.0001260931,0.0001464648,0.00003785764,0.0003075529,0.000004506758],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991717,0.0003295554,0.00007772804,0.00003579814,0.000004832012,0.000004151174,0.000100955,0.000002833975,0.0002723518],"genre_scores_gemma":[0.9995677,0.00007961347,0.0000434188,0.00001883175,0.00001282395,0.000003615286,0.0002010037,0.000001477669,0.00007147185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002269244,"threshold_uncertainty_score":0.007591367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01712913118670337,"score_gpt":0.311867017669531,"score_spread":0.2947378864828276,"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."}}