{"id":"W2519721948","doi":"10.4244/eijv12sya18","title":"Transcatheter mitral valve implantation: Tiara","year":2016,"lang":"en","type":"review","venue":"EuroIntervention","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Medicine; Mitral valve; Cardiology; Internal medicine","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_broad","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008199627,0.000316303,0.0009342706,0.0001491101,0.00003552946,0.00002733304,0.00006540839,0.0001161976,0.0008566006],"category_scores_gemma":[0.00001042576,0.0002087879,0.04078424,0.00008627028,0.00002303729,0.00006340877,0.00001784037,0.0001248625,0.001768758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000112036,"about_ca_system_score_gemma":0.00006364648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003699377,"about_ca_topic_score_gemma":3.687829e-7,"domain_scores_codex":[0.9986221,0.0001185924,0.0004766693,0.000370647,0.0001974425,0.0002145768],"domain_scores_gemma":[0.9992567,0.00003298735,0.0002006043,0.0003281289,0.00004245154,0.0001390805],"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":[0.00003022082,0.0002044675,0.0002497663,0.0104024,0.006536401,0.00004678394,0.000009899948,3.038308e-9,1.675801e-7,0.00004763326,0.001019378,0.9814529],"study_design_scores_gemma":[0.001169316,0.0003053795,0.006451013,0.04099899,0.02407653,0.0004901754,0.000002393502,7.343985e-8,4.969462e-7,0.00004346379,0.9262216,0.00024054],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006046164,0.9959345,0.0001766067,0.0000229622,0.0005567777,0.0007443283,0.0003574189,0.00007486405,0.002072041],"genre_scores_gemma":[0.0005955626,0.9942892,0.00002431428,0.00002412515,0.0003366951,0.00002994862,0.001079356,0.0000711225,0.003549635],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9812123,"threshold_uncertainty_score":0.9990085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05070673627679965,"score_gpt":0.4189324184799447,"score_spread":0.3682256822031451,"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."}}