{"id":"W3089781913","doi":"10.1016/j.jcin.2020.07.023","title":"A New Age for Transcatheter Mitral Valve Repair","year":2020,"lang":"en","type":"letter","venue":"JACC: Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Internal medicine; Medicine; Cardiology; Mitral valve repair; Mitral valve","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_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.00016639,0.0006481396,0.001806815,0.0002488817,0.0001375506,0.00010983,0.0002301255,0.0005943591,0.0004751516],"category_scores_gemma":[0.0001037061,0.0006099262,0.4403846,0.0002298308,0.00005844672,0.00009778063,0.00007278471,0.00100466,0.0002731875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002435423,"about_ca_system_score_gemma":0.0002227858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000173393,"about_ca_topic_score_gemma":0.000004451645,"domain_scores_codex":[0.9966339,0.0001646737,0.0007133303,0.001082774,0.0007845861,0.0006207193],"domain_scores_gemma":[0.9977121,0.00007291408,0.0001332244,0.001501327,0.0001887868,0.0003916115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007261305,0.0001248512,0.0002056983,0.002067407,0.2378614,0.0009586053,0.00006292083,0.00000347541,6.565268e-7,0.00001172948,0.7539431,0.004687558],"study_design_scores_gemma":[0.00385745,0.0004226319,0.003402852,0.001066984,0.1493447,0.0001269904,0.00002070625,0.000003466943,0.000004422623,0.000260648,0.8410267,0.0004625091],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005126937,0.3466798,0.0906992,0.5175857,0.007552173,0.01740691,0.007635844,0.00275642,0.009171307],"genre_scores_gemma":[0.03099734,0.001613068,0.0265642,0.7668625,0.05261795,0.006455477,0.04258036,0.001796851,0.07051232],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4385778,"threshold_uncertainty_score":0.9996352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04830844126316729,"score_gpt":0.3421694038614288,"score_spread":0.2938609625982615,"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."}}