{"id":"W4313544860","doi":"10.1002/ehf2.14273","title":"Safety and Efficacy of MitraClip in Acutely Ill (NYHA Class IV) Patients with Mitral Regurgitation: Results from the Global EXPAND Study","year":2023,"lang":"en","type":"article","venue":"ESC Heart Failure","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"York University; Cedars-Sinai Medical Center","keywords":"MitraClip; Medicine; Heart failure; Internal medicine; Mitral regurgitation; Cardiology; Quality of life (healthcare)","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":[0.00161029,0.0003586949,0.0005446637,0.0002106011,0.0001130193,0.0004567433,0.0001647741,0.0003938744,0.0007463135],"category_scores_gemma":[0.001643834,0.0001015922,0.0004681727,0.0002030793,0.0002511379,0.0004263986,0.0003238753,0.0004841108,0.0001536323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001822873,"about_ca_system_score_gemma":0.0001992422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001838892,"about_ca_topic_score_gemma":0.0003376255,"domain_scores_codex":[0.9995527,0.0002367039,0.00002923542,0.0000659654,0.00007560021,0.00003993517],"domain_scores_gemma":[0.9985369,0.0004102141,0.0005559473,0.0001253641,0.00009773098,0.0002739023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1226595,0.003671991,0.7894002,0.0004386231,0.002270024,0.0003938033,0.0003541952,0.0008955662,0.007624163,0.0001215372,0.001721982,0.0704485],"study_design_scores_gemma":[0.01212192,0.04399807,0.938486,0.00007677791,0.001075889,0.0004886264,0.0001294329,0.001025441,0.0009263873,0.00006760426,0.00156992,0.00003398902],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982179,0.001014284,0.00007552871,0.0000810321,0.000008138374,0.00002859167,0.0002456832,0.000007049512,0.0003218803],"genre_scores_gemma":[0.9983088,0.00034268,0.0001684971,0.0001627631,0.00006445952,0.00003719075,0.0007963504,0.000003186059,0.0001161566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00161029,"threshold_uncertainty_score":0.008516133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01097967989307533,"score_gpt":0.3029132092872173,"score_spread":0.291933529394142,"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."}}