{"id":"W4292342796","doi":"10.1016/j.jcin.2022.06.020","title":"Hemodynamic Profiles and Clinical Response to Transcatheter Mitral Repair","year":2022,"lang":"en","type":"article","venue":"JACC: Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Abbott Vascular; Circle Cardiovascular Imaging; Siemens Medical Solutions USA; Boston Scientific Corporation; Edwards Lifesciences; Medtronic","keywords":"Hemodynamics; Medicine; Heart failure; Cardiology; Internal medicine; Mitral regurgitation; Clinical endpoint; Surgery; Clinical trial","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.001174863,0.000173638,0.0005518516,0.0001818568,0.0002297666,0.0000237393,0.00008217458,0.00004887797,0.0003337222],"category_scores_gemma":[0.0001283269,0.0001675524,0.04462328,0.0002215171,0.00005422294,0.0000494739,0.0001612849,0.0002335292,0.00004806231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001539948,"about_ca_system_score_gemma":0.00006662145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005430242,"about_ca_topic_score_gemma":0.000003148248,"domain_scores_codex":[0.997727,0.0006383205,0.0004386818,0.0005144953,0.0004295818,0.0002519726],"domain_scores_gemma":[0.9987757,0.00007137096,0.00003851832,0.0007544552,0.00006801057,0.0002919423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01158052,0.007200366,0.6401262,0.000905282,0.2513093,0.00112611,0.0008422672,0.0005818047,0.0001732477,0.0003114081,0.01074405,0.07509943],"study_design_scores_gemma":[0.003444287,0.001185063,0.9572094,0.0001188281,0.01243084,0.0002630405,0.0003466441,0.00006359123,0.000007520542,0.00003657971,0.02469091,0.0002032886],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858381,0.0105599,0.0006450439,0.0006237958,0.0004229523,0.001129279,0.0002993511,0.0001633677,0.0003182427],"genre_scores_gemma":[0.9971545,0.00005976565,0.0006731326,0.0002199462,0.00009965937,0.0005039073,0.0001049664,0.00004015,0.001144002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3170832,"threshold_uncertainty_score":0.9649446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03101220445487186,"score_gpt":0.3785032231458493,"score_spread":0.3474910186909774,"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."}}