{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0002953956,0.000237053,0.0006862818,0.0003613497,0.00004893635,0.0000533878,0.00007682392,0.0000929508,0.0006761621],"category_scores_gemma":[0.00008856794,0.0002065239,0.03334909,0.0003449432,0.00005469478,0.0001728152,0.00008865081,0.000167141,0.0003626023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001533992,"about_ca_system_score_gemma":0.00009976404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004356792,"about_ca_topic_score_gemma":0.00001013692,"domain_scores_codex":[0.9982045,0.00009682334,0.0005162276,0.0004837268,0.0004429037,0.0002558039],"domain_scores_gemma":[0.9986371,0.00004660527,0.00004112889,0.0008594744,0.0001942762,0.000221433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000256118,0.0009176562,0.8288171,0.005145078,0.09449772,0.001107347,0.0003678686,0.00003685058,0.00003073097,0.0002840877,0.006678278,0.06186117],"study_design_scores_gemma":[0.001250022,0.0001695491,0.9820235,0.00156495,0.01130713,0.00005903332,0.00006428736,0.000007254529,0.00007728412,0.00005325515,0.0032483,0.0001754102],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9300845,0.06242834,0.001806061,0.0001773417,0.001367582,0.0009527296,0.0003136518,0.0002840995,0.002585661],"genre_scores_gemma":[0.9953417,0.0001109785,0.0003275076,0.00008516309,0.0001901528,0.0003193702,0.0002679821,0.00005451688,0.00330266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1532064,"threshold_uncertainty_score":0.9763317,"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."}}