{"id":"W1997662055","doi":"10.1016/j.echo.2013.03.004","title":"Mitral Valve Dynamics in Severe Aortic Stenosis before and after Aortic Valve Replacement","year":2013,"lang":"en","type":"article","venue":"Journal of the American Society of Echocardiography","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Cardiology; Internal medicine; Stenosis; Aortic valve; Aortic valve replacement; Aortic valve stenosis","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004848955,0.000423062,0.0009420983,0.0009771376,0.0005808934,0.0009960481,0.0003291078,0.001057147,0.001209104],"category_scores_gemma":[0.002855703,0.0002815166,0.0006475676,0.0005393891,0.0008068156,0.0008682502,0.0007541002,0.001416366,0.0002668592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005004811,"about_ca_system_score_gemma":0.0005344946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00211201,"about_ca_topic_score_gemma":0.002835934,"domain_scores_codex":[0.9996533,0.00006144674,0.00004063768,0.00005767512,0.00005512323,0.0001317562],"domain_scores_gemma":[0.9974504,0.0006814821,0.0004135045,0.0001031904,0.0001264262,0.001225004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004763113,0.0003337775,0.9843743,0.00002698824,0.00008246108,0.004001684,0.0004409051,0.0001848772,0.002165956,0.00008664136,0.0001529676,0.003386175],"study_design_scores_gemma":[0.00001784033,0.0006511996,0.9974365,0.000004625837,0.00002692738,0.001083257,0.0003211824,0.0001604359,0.000117613,0.00006266035,0.0001030085,0.00001479964],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994451,0.0001336008,0.00002337922,0.00003718206,0.00001394253,0.000002642613,0.00004596164,0.00000213847,0.0002959558],"genre_scores_gemma":[0.9996305,0.00006658027,0.00002018295,0.00001989668,0.00004658471,0.00000212259,0.0001150611,0.000001594843,0.00009753495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00211201,"threshold_uncertainty_score":0.004199505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005460589204717956,"score_gpt":0.2669871549610507,"score_spread":0.2615265657563327,"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."}}