{"id":"W2000871092","doi":"10.1161/circulationaha.109.924613","title":"Transcatheter Valve-in-Valve Implantation for Failed Bioprosthetic Heart Valves","year":2010,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":513,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; Toronto General Hospital","funders":"","keywords":"Medicine; Heart valve; Cardiology; Internal medicine; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.00009573795,0.0001151623,0.0001917738,0.0001131517,0.00005220062,0.00001923043,0.00002250546,0.00008776372,0.00005627715],"category_scores_gemma":[0.00002499602,0.0001052395,0.001470177,0.0001017529,0.00002207164,0.00008916421,0.000003071491,0.00007441828,0.00003769104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003961598,"about_ca_system_score_gemma":0.00004691454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003433886,"about_ca_topic_score_gemma":0.0000122681,"domain_scores_codex":[0.9992524,0.00001393495,0.0001862195,0.0002344699,0.0001360498,0.0001768764],"domain_scores_gemma":[0.999571,0.00003922551,0.00004139237,0.0001952068,0.00006892627,0.00008424293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000116527,0.0001835896,0.9637872,0.00006924426,0.0001969963,8.142871e-7,0.0002657398,0.00002344356,0.03043854,0.0003841107,0.00001556869,0.004518225],"study_design_scores_gemma":[0.002374563,0.0000564804,0.9940935,0.00003071717,0.0005513432,0.00001747,0.00003529388,0.0003158379,0.0009135288,0.001334915,0.000172713,0.0001036877],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975719,0.0001212351,0.000428321,0.0002268984,0.0002956479,0.0010158,0.00003637061,0.00004725698,0.0002565501],"genre_scores_gemma":[0.9988117,0.000004989764,0.0003888074,0.0001201336,0.0001280647,0.0001462101,0.000356969,0.00002453083,0.00001863921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03030625,"threshold_uncertainty_score":0.4291543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01471568003476974,"score_gpt":0.3276769987325711,"score_spread":0.3129613186978014,"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."}}