{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001171537,0.0001635079,0.0003480735,0.00003939458,0.00007206407,0.00002085671,0.00005078723,0.00005984954,0.00001119436],"category_scores_gemma":[0.0001351753,0.0001027333,0.0002254032,0.0004437786,0.00006976078,0.00007148019,0.00004370524,0.0001118381,0.00002173153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005815574,"about_ca_system_score_gemma":0.00007327529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005221377,"about_ca_topic_score_gemma":0.0002154718,"domain_scores_codex":[0.9986464,0.0001009854,0.0003119248,0.000339663,0.0003852974,0.000215761],"domain_scores_gemma":[0.9990583,0.0002641122,0.00006678021,0.0003591578,0.0001226537,0.0001289857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004200612,0.0006390646,0.9893153,0.00001125561,0.0005214444,0.00002908781,0.0009221607,0.00001406147,0.000003404099,0.000008262117,0.003256785,0.001078524],"study_design_scores_gemma":[0.02015474,0.0006064341,0.972861,0.0001149696,0.0003639783,0.000001584973,0.001776244,0.000006676733,0.000004410193,0.00001260799,0.004005261,0.00009211951],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947429,0.0001357445,4.238911e-7,0.002851893,0.00007690103,0.001043436,0.0009553059,0.00003577066,0.0001576189],"genre_scores_gemma":[0.9989946,0.0000141147,0.0001178067,0.0001722921,0.00006936296,0.00001688285,0.0005411385,0.00001409242,0.00005974281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01645436,"threshold_uncertainty_score":0.4189343,"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."}}