{"id":"W2955640716","doi":"10.1016/j.jcin.2019.04.034","title":"Transcatheter Valve Repair for Patients With Mitral Regurgitation","year":2019,"lang":"en","type":"article","venue":"JACC: Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":164,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; St. Paul's Hospital; St. Michael's Hospital","funders":"","keywords":"Mitral regurgitation; Medicine; Cardiology; Internal medicine; 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_broad"],"consensus_categories":[],"category_scores_codex":[0.0001554802,0.0001831797,0.0004564592,0.0001144735,0.00006721318,0.00002378976,0.00005107183,0.00006685803,0.0001492393],"category_scores_gemma":[0.00003016505,0.0001463593,0.05527493,0.0001326295,0.00002587624,0.0001390426,0.00001353199,0.00007323542,0.0001159145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009900364,"about_ca_system_score_gemma":0.000033699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002060925,"about_ca_topic_score_gemma":0.000002041986,"domain_scores_codex":[0.9986824,0.00005004665,0.0002645981,0.0003936311,0.0003717208,0.0002376483],"domain_scores_gemma":[0.9988148,0.00003102318,0.00005641737,0.0006568438,0.0003168203,0.0001240994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001059868,0.002441263,0.8295302,0.001466619,0.1500561,0.000007228532,0.0002208826,0.0001731358,0.000005610227,0.0003323662,0.0015904,0.01311635],"study_design_scores_gemma":[0.01051866,0.001173648,0.9574408,0.0005066405,0.02123011,0.000008702123,0.00008724705,0.00001878088,0.00001642735,0.00006569318,0.008721084,0.0002122011],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883418,0.003956931,0.002640717,0.00004956765,0.0003934607,0.002729495,0.0002293817,0.0001516105,0.001507051],"genre_scores_gemma":[0.9964375,0.0000184099,0.001151941,0.00005136611,0.00008113151,0.0003769653,0.0008148994,0.00004913556,0.001018623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.128826,"threshold_uncertainty_score":0.9541863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01318132226722709,"score_gpt":0.2996851250088952,"score_spread":0.2865038027416681,"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."}}