{"id":"W4404237877","doi":"10.1016/j.jcin.2024.08.016","title":"Long-Term Outcomes After Edge-to-Edge Repair of Secondary Mitral Regurgitation","year":2024,"lang":"en","type":"article","venue":"JACC: Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Mitral regurgitation; Term (time); Enhanced Data Rates for GSM Evolution; Medicine; Cardiology; Internal medicine; Mitral valve repair; Computer science; Physics","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":[0.001521898,0.0002476346,0.0005652975,0.0005137148,0.0003428431,0.0005293069,0.0002742988,0.0003680752,0.001003225],"category_scores_gemma":[0.002607097,0.00009350493,0.0006362249,0.000421311,0.0003079844,0.0005004971,0.0005509269,0.0004817331,0.0001766279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002509981,"about_ca_system_score_gemma":0.0002602802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002692239,"about_ca_topic_score_gemma":0.0004747257,"domain_scores_codex":[0.9993526,0.0001728967,0.0001009491,0.0001207055,0.0001174141,0.0001354036],"domain_scores_gemma":[0.9966245,0.0005316766,0.001827181,0.0001856588,0.0002048315,0.0006262866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001121433,0.0002593306,0.9930448,0.00003946301,0.0001709017,0.0001878292,0.00005428819,0.0001029411,0.0002489868,0.00001796429,0.0001306161,0.004621463],"study_design_scores_gemma":[0.00006246976,0.001395185,0.9973563,0.00001683684,0.00008426194,0.0005871922,0.00006776347,0.0001542869,0.000124728,0.00003058618,0.0001140063,0.000006398409],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993665,0.0002494108,0.00005391793,0.00002231579,0.000005697756,0.000006183859,0.0001571892,0.000002024009,0.000136761],"genre_scores_gemma":[0.9991811,0.0001009814,0.00004291497,0.00002476129,0.00002480549,0.00000955921,0.0005609589,0.000001043495,0.00005380521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001521898,"threshold_uncertainty_score":0.008048654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02563894723298026,"score_gpt":0.3581192684164584,"score_spread":0.3324803211834781,"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."}}