{"id":"W2014343126","doi":"10.2147/vhrm.s11253","title":"Stentless aortic valve replacement: an update","year":2011,"lang":"en","type":"review","venue":"Vascular Health and Risk Management","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Aortic valve replacement; Stent; Regurgitation (circulation); Surgery; Aortic valve; Hemodynamics; Randomized controlled trial; Cardiology; Internal medicine; Stenosis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005105678,0.0005366506,0.001870237,0.0002907719,0.000242968,0.0000437088,0.0001189254,0.0001328982,0.00009167435],"category_scores_gemma":[0.000007479831,0.0003856811,0.002732711,0.0002194775,0.00004126798,0.00005772575,0.0001696699,0.0002540045,0.0001839445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002126585,"about_ca_system_score_gemma":0.0002072571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003680658,"about_ca_topic_score_gemma":0.000005527379,"domain_scores_codex":[0.9971331,0.0003246966,0.0007090178,0.0008831468,0.000366237,0.0005837996],"domain_scores_gemma":[0.9971653,0.00001201297,0.000443166,0.001233079,0.00003759532,0.001108889],"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":[0.00003678433,0.0003851896,0.001752058,0.04107602,0.009420319,0.0000154643,0.00005036476,9.334335e-8,2.987115e-11,0.0004226494,0.0005814071,0.9462596],"study_design_scores_gemma":[0.001464258,0.0004675587,0.00146876,0.005614021,0.02304662,0.000008018302,0.0001154841,0.000004011578,2.397654e-9,0.00005067242,0.9674621,0.0002985047],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001190442,0.9947011,0.00006657298,0.000006797754,0.0002882173,0.003641762,0.0001100284,0.0000834109,0.0009829978],"genre_scores_gemma":[0.00001025271,0.9969926,0.000392722,0.0003309373,0.0001249458,0.000374137,0.001335015,0.00008937902,0.0003500487],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9668807,"threshold_uncertainty_score":0.9998595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03258200838865432,"score_gpt":0.3727678622901562,"score_spread":0.3401858539015019,"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."}}