{"id":"W4404424372","doi":"10.1111/echo.70038","title":"Cutting‐Edge Echocardiographic Tools for Enhanced Understanding and Management of Atrial Functional Mitral Regurgitation","year":2024,"lang":"en","type":"article","venue":"Echocardiography","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Functional mitral regurgitation; Cardiology; Internal medicine; Mitral regurgitation; Medicine; Heart failure","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001691907,0.000726436,0.0005238316,0.002065532,0.0002478134,0.001211467,0.000728293,0.002095211,0.008866078],"category_scores_gemma":[0.002534738,0.0005124051,0.0006184239,0.0005632919,0.0004482068,0.001234333,0.0009426852,0.001699246,0.003277597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001145285,"about_ca_system_score_gemma":0.0002356808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004778272,"about_ca_topic_score_gemma":0.0009459074,"domain_scores_codex":[0.9996159,0.0001410215,0.00003676995,0.00003627599,0.0001417338,0.00002828328],"domain_scores_gemma":[0.9984928,0.0009109713,0.00006162561,0.0001461968,0.000274758,0.0001135987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006749029,0.0001872762,0.005290671,0.001431552,0.0001130769,0.006004286,0.0003156122,0.002145397,0.1475933,0.006065797,0.02938899,0.8007891],"study_design_scores_gemma":[0.0007859376,0.002287487,0.05685246,0.006363756,0.0007650848,0.2038161,0.0008719754,0.09480553,0.1763781,0.04193918,0.414124,0.001010407],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.04190147,0.08241236,0.8110819,0.009633603,0.001444339,0.0003538307,0.0009535961,0.005888268,0.04633054],"genre_scores_gemma":[0.1165413,0.02452811,0.8494492,0.002702801,0.0008624754,0.0001608939,0.0003942405,0.0004002065,0.004960873],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.008866078,"threshold_uncertainty_score":0.02965999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04624517054380681,"score_gpt":0.3305094265440917,"score_spread":0.2842642560002848,"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."}}