{"id":"W2921459166","doi":"10.1002/ccd.28173","title":"Transcatheter aortic valve replacement hemodynamic durability: Still in question?","year":2019,"lang":"en","type":"letter","venue":"Catheterization and Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Medicine; Hemodynamics; Cardiology; Internal medicine; Valve replacement; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0003416526,0.0004205602,0.0009893702,0.0003677552,0.0000542153,0.00007622757,0.00009067599,0.0004233182,0.000192826],"category_scores_gemma":[0.00005530829,0.0004002633,0.01741017,0.0002085334,0.00008488953,0.0001007542,0.00005590799,0.0005515973,0.00006768527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002632143,"about_ca_system_score_gemma":0.00007799142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006684119,"about_ca_topic_score_gemma":0.000002324426,"domain_scores_codex":[0.9973409,0.0003179006,0.0006548825,0.0008470998,0.0004964101,0.0003428767],"domain_scores_gemma":[0.9984723,0.00003552214,0.0001220421,0.001132713,0.0001443073,0.00009306967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001122213,0.007244086,0.5313426,0.04880954,0.2444249,0.0005816334,0.002730596,0.001058774,0.0002419326,0.0005068101,0.09853902,0.06339787],"study_design_scores_gemma":[0.01515072,0.001874589,0.6623335,0.01038016,0.06198625,0.0003826748,0.0002983385,0.001179734,0.00002980164,0.0007818245,0.243096,0.002506315],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.786512,0.05480774,0.03008759,0.1035478,0.00452267,0.01422546,0.002494836,0.0006734651,0.003128535],"genre_scores_gemma":[0.9582199,0.00166663,0.00008871952,0.03060566,0.0004768118,0.0006063897,0.006139662,0.0001478621,0.002048341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1824387,"threshold_uncertainty_score":0.9998449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01806942453102163,"score_gpt":0.3134775188240381,"score_spread":0.2954080942930165,"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."}}