{"id":"W2807888249","doi":"10.1016/j.jcmg.2018.04.010","title":"Comprehensive Echocardiographic Assessment of Normal Transcatheter Valve Function","year":2018,"lang":"en","type":"article","venue":"JACC. Cardiovascular imaging","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":227,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec; Université Laval; St. Paul's Hospital; University of British Columbia","funders":"Boston Scientific Corporation; Medtronic; Abbott Laboratories","keywords":"Cardiology; Internal medicine; Medicine; Function (biology); Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0002549237,0.0002684302,0.0007786325,0.0002748542,0.0001221881,0.00002677868,0.00007702623,0.00005940816,0.00007453356],"category_scores_gemma":[0.000008573636,0.0002427311,0.01418084,0.0003955942,0.0001786769,0.0001615981,0.00004654109,0.0001504709,0.00002653247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008145424,"about_ca_system_score_gemma":0.0000830612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001088193,"about_ca_topic_score_gemma":3.708874e-7,"domain_scores_codex":[0.9980014,0.0001230537,0.0003181307,0.0004613968,0.0007418816,0.0003541451],"domain_scores_gemma":[0.9983513,0.00002657992,0.0000743565,0.0008799598,0.0004894903,0.0001783263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001997688,0.0002862687,0.8913984,0.0002619032,0.04909552,0.00004842297,0.000122431,0.0001733658,0.001421914,0.00006183377,0.0002491572,0.05668095],"study_design_scores_gemma":[0.003350705,0.0002006339,0.9729585,0.0001033896,0.01323819,0.00008973336,0.0001667671,0.0003525486,0.0005186248,0.00004412123,0.00875592,0.000220839],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9346676,0.01863381,0.02740644,0.00006459624,0.001117667,0.00110585,0.00006359429,0.0001813189,0.01675912],"genre_scores_gemma":[0.9981706,0.0002283716,0.0006991246,0.0001935474,0.0005101959,0.00004744893,0.0000808584,0.00005063911,0.00001921272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08156008,"threshold_uncertainty_score":0.9956919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01222832098465282,"score_gpt":0.3088581438172697,"score_spread":0.2966298228326169,"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."}}