{"id":"W2912344634","doi":"10.1002/ccd.28079","title":"TAVR for aortic valve regurgitation: Ready for a randomized trial?","year":2019,"lang":"en","type":"letter","venue":"Catheterization and Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Medicine; Regurgitation (circulation); Cardiology; Randomized controlled trial; Internal medicine; Aortic Valve Insufficiency; Aortic valve","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_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0005779464,0.0003624394,0.00174104,0.0002327328,0.0001384891,0.00011892,0.00007428156,0.0004060321,0.00005360848],"category_scores_gemma":[0.000487724,0.0003137277,0.03604345,0.0001042806,0.00009449226,0.00007982702,0.00003008735,0.0001877046,0.00001931074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007525317,"about_ca_system_score_gemma":0.0001008539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000755274,"about_ca_topic_score_gemma":1.42337e-7,"domain_scores_codex":[0.9978317,0.0002237436,0.0007016116,0.0006349815,0.0003300053,0.0002779441],"domain_scores_gemma":[0.9980732,0.0003114455,0.0002609771,0.0007697401,0.0005045437,0.00008011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.2046377,0.0006779944,0.00006810651,0.01293964,0.1583052,0.00001812655,0.0002632474,0.00003060713,0.000009068984,0.0007606302,0.6088012,0.01348838],"study_design_scores_gemma":[0.6229224,0.0006290363,0.00006933038,0.000816403,0.05043375,0.0000200513,0.00003674844,0.0001580832,0.000005320803,0.0004027146,0.3241598,0.000346309],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"commentary","genre_scores_codex":[0.007452219,0.0664377,0.6672249,0.1189301,0.01131027,0.1149247,0.00952641,0.0006876918,0.003505993],"genre_scores_gemma":[0.1068395,0.007987175,0.006809384,0.3443281,0.0243732,0.1156674,0.281869,0.001719447,0.1104069],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6604155,"threshold_uncertainty_score":0.9999315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04785732555028664,"score_gpt":0.3625472421898204,"score_spread":0.3146899166395338,"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."}}