{"id":"W3216561711","doi":"10.1016/j.acvd.2021.10.005","title":"Percutaneous mitral valve repair in severe secondary mitral regurgitation: Analysis of index hospitalization and economic evaluation based on the MITRA-FR trial","year":2021,"lang":"en","type":"article","venue":"Archives of cardiovascular diseases","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Wilfrid Laurier University; University of Ottawa","funders":"Edwards Lifesciences; Abbott Laboratories","keywords":"Medicine; Percutaneous; Cardiology; Mitral regurgitation; Internal medicine; Mitral valve; Mitral valve regurgitation; Mitral valve repair; Surgery","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":[0.0002191903,0.0001752704,0.0007186558,0.0002982689,0.00004737512,0.00001351908,0.00005405385,0.00004511564,0.0001059677],"category_scores_gemma":[0.0002721965,0.0001464238,0.01235438,0.0003098628,0.0001396977,0.00006612752,0.00002528423,0.00007067524,7.21562e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006175551,"about_ca_system_score_gemma":0.0004794246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001103075,"about_ca_topic_score_gemma":0.00001749212,"domain_scores_codex":[0.9980838,0.0004717574,0.0003767832,0.0004093896,0.000508055,0.0001502091],"domain_scores_gemma":[0.9985806,0.0004212734,0.000112234,0.0006737346,0.00009963287,0.0001125301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01351081,0.001124492,0.6792232,0.0003848183,0.1427863,0.0001458316,0.0005892199,0.139057,0.0000184257,0.0002595014,0.00009783716,0.02280253],"study_design_scores_gemma":[0.01377031,0.0002434702,0.9116656,0.0001084904,0.05144437,0.00001043361,0.000327494,0.02193208,0.00003086065,0.000281586,0.00005113948,0.0001341839],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9782553,0.01901486,0.00007148323,0.00007791161,0.00007785091,0.0008381131,0.0005650653,0.00001704811,0.001082376],"genre_scores_gemma":[0.9983214,0.0004679197,0.00009832097,0.00006533399,0.00005345718,0.00005488937,0.0009105775,0.00001716706,0.00001091232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2324423,"threshold_uncertainty_score":0.9975367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008695256725803673,"score_gpt":0.2714412420497534,"score_spread":0.2627459853239497,"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."}}