{"id":"W4390401646","doi":"10.1016/j.iccl.2023.12.001","title":"Functional Mitral Regurgitation","year":2023,"lang":"en","type":"article","venue":"Interventional Cardiology Clinics","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Heart Institute","funders":"Edwards Lifesciences; Abbott Laboratories","keywords":"Medicine; Mitral regurgitation; Functional mitral regurgitation; Cardiology; Internal medicine; valvular heart disease; Population; Valvular regurgitation; Regurgitation (circulation); Mitral valve; Heart failure; Ejection fraction","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000257548,0.0001006708,0.0002717664,0.0001288232,0.0000591031,0.000008057657,0.00003330398,0.0001066019,0.0002714644],"category_scores_gemma":[0.0002108235,0.00009289953,0.003297627,0.0001776014,0.00007156695,0.00004399744,0.00003863583,0.0001191403,0.001624799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005503868,"about_ca_system_score_gemma":0.00007078762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002453822,"about_ca_topic_score_gemma":3.7135e-7,"domain_scores_codex":[0.9989979,0.00006643915,0.0003074337,0.0002473065,0.0002013807,0.0001795219],"domain_scores_gemma":[0.9993314,0.0001666016,0.00006284257,0.0001707749,0.0001695165,0.00009891314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004535016,0.0001158149,0.9393193,0.00003472444,0.002588389,0.0001311989,0.000006751511,0.0001775972,0.00001639617,0.002255229,0.05176309,0.003138085],"study_design_scores_gemma":[0.001735326,0.0002922597,0.9889445,0.00003369878,0.000488818,0.00008288234,0.00003621568,0.00006911261,0.00000441782,0.003171822,0.00506891,0.00007207372],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917546,0.0004656585,0.0004113861,0.0007818709,0.001817505,0.0001886784,0.0001404139,0.0001791758,0.004260708],"genre_scores_gemma":[0.9921633,0.00005380084,0.00006198949,0.0002496846,0.0005956082,0.00005721573,0.002080269,0.00001529486,0.004722811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04962524,"threshold_uncertainty_score":0.9991525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06791614529910213,"score_gpt":0.4315081774315765,"score_spread":0.3635920321324744,"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."}}