{"id":"W4238321109","doi":"10.1177/155698451701200301","title":"The Perceval Sutureless Aortic Valve","year":2017,"lang":"en","type":"article","venue":"Innovations Technology and Techniques in Cardiothoracic and Vascular Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Heart Institute; Western University; Memorial University of Newfoundland","funders":"","keywords":"Aortic valve; Cardiology; Medicine; Internal medicine; Aortic valve replacement; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001473913,0.0003679303,0.0004003975,0.000857044,0.0003753994,0.002028503,0.0006923671,0.0008780424,0.001819136],"category_scores_gemma":[0.003048739,0.0001936802,0.0009109852,0.0002753434,0.0008671373,0.00120647,0.0006287981,0.002907237,0.001034531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00024164,"about_ca_system_score_gemma":0.0006095649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001574522,"about_ca_topic_score_gemma":0.0002341488,"domain_scores_codex":[0.9993117,0.000106603,0.000139645,0.0001293067,0.0002606466,0.00005217925],"domain_scores_gemma":[0.9982396,0.0007148609,0.0002830564,0.0002200159,0.000177425,0.0003649027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001438422,0.0003124911,0.01331061,0.001567704,0.0003495705,0.005889975,0.0005162013,0.0008099546,0.09675799,0.03693933,0.007214593,0.8348932],"study_design_scores_gemma":[0.0009726636,0.01178692,0.06936249,0.001259937,0.0009353541,0.2953915,0.0007048832,0.008488243,0.1061133,0.02990033,0.4746453,0.0004390268],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5164086,0.1209017,0.2664533,0.01239755,0.0117867,0.0001827229,0.0005669648,0.00254103,0.06876146],"genre_scores_gemma":[0.8396325,0.02280326,0.1047878,0.005692531,0.004436149,0.00006402478,0.0003538596,0.000284184,0.02194575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002028503,"threshold_uncertainty_score":0.007794917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01641100099363803,"score_gpt":0.3547562861446618,"score_spread":0.3383452851510237,"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."}}