{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008138701,0.0002694077,0.0006939473,0.0007187295,0.0002820413,0.0008893763,0.0002616704,0.0008132004,0.002377938],"category_scores_gemma":[0.003942763,0.0001266341,0.0007556652,0.0006258833,0.0003715779,0.0007776353,0.000373812,0.001206745,0.0007367732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003372314,"about_ca_system_score_gemma":0.0002597329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005367195,"about_ca_topic_score_gemma":0.0006666041,"domain_scores_codex":[0.9994241,0.0001600707,0.00007907421,0.0001135589,0.00009271668,0.0001304946],"domain_scores_gemma":[0.9968736,0.0008386542,0.0009779382,0.0001672341,0.0002372591,0.0009052319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01074375,0.0006502414,0.9680762,0.00007168332,0.0006184122,0.0006765944,0.0001588351,0.0003905305,0.004154082,0.0001179564,0.0005154951,0.01382622],"study_design_scores_gemma":[0.00004221025,0.001257059,0.9972953,0.00001085001,0.00007402495,0.0002815111,0.0001379324,0.0002698296,0.0002229818,0.0001086869,0.000282403,0.00001733535],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952909,0.0009630143,0.000184159,0.0002907155,0.00006225544,0.00002418552,0.0006601884,0.00001399287,0.002510608],"genre_scores_gemma":[0.998156,0.0002566119,0.00007300296,0.0001600472,0.0001215716,0.00001819063,0.0007503234,0.000005565997,0.0004586768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002377938,"threshold_uncertainty_score":0.007954955,"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."}}