{"id":"W2007071097","doi":"10.4244/eijv8sqa15","title":"Edwards SAPIEN 3 valve","year":2012,"lang":"en","type":"article","venue":"EuroIntervention","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Cuff; Heart valve; Coaxial; Balloon; Cardiology; Stent; Valve replacement; Regurgitation (circulation); Biomedical engineering; Internal medicine; Surgery; Stenosis; Mechanical engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003969788,0.0005111692,0.0006999142,0.0004818927,0.0003960623,0.0007468438,0.0003721187,0.0006115364,0.02257561],"category_scores_gemma":[0.0007475455,0.0001595615,0.0005116423,0.0002107034,0.0002104496,0.0004210155,0.0005494679,0.001495939,0.01410008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002644609,"about_ca_system_score_gemma":0.0004377454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000382276,"about_ca_topic_score_gemma":0.0004033504,"domain_scores_codex":[0.9997141,0.00002656104,0.00002954467,0.00007018668,0.0001236637,0.00003588383],"domain_scores_gemma":[0.9998212,0.00003722994,0.00001570346,0.00002916304,0.00003416232,0.00006248086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00104784,0.0003431616,0.004891573,0.0005548802,0.0001876118,0.006719233,0.0001732632,0.0009719496,0.03954543,0.01209485,0.09747162,0.8359986],"study_design_scores_gemma":[0.0005756094,0.001705934,0.01696244,0.0002805777,0.0001748271,0.07595493,0.00005436508,0.005339594,0.01609477,0.009154361,0.8735953,0.0001072947],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1690647,0.05724973,0.2861888,0.01140621,0.007519225,0.001083852,0.007404733,0.0202839,0.4397989],"genre_scores_gemma":[0.5590291,0.01378934,0.126208,0.01168052,0.002935108,0.0005846538,0.01117495,0.001609772,0.2729886],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02257561,"threshold_uncertainty_score":0.07552296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02414013586093291,"score_gpt":0.3760719116407407,"score_spread":0.3519317757798078,"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."}}