{"id":"W2971720436","doi":"10.1002/ejhf.1616","title":"Percutaneous Repair or Medical Treatment for Secondary Mitral Regurgitation: Outcomes at 2 Years","year":2019,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":227,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Abbott Vascular; Hospices Civils de Lyon","keywords":"Medicine; Percutaneous; Mitral regurgitation; Heart failure; Cardiology; Internal medicine; Functional mitral regurgitation; MitraClip; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001723692,0.0004766996,0.001340939,0.0003838037,0.0002235969,0.0006217029,0.0003877314,0.001083257,0.002107966],"category_scores_gemma":[0.001862981,0.0001463414,0.002110761,0.0003164463,0.0002900411,0.0004796082,0.0003190055,0.001056597,0.0002027295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002706533,"about_ca_system_score_gemma":0.0003211985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006443577,"about_ca_topic_score_gemma":0.001109599,"domain_scores_codex":[0.9991763,0.0003301427,0.00008339644,0.0001726076,0.0001160901,0.0001214423],"domain_scores_gemma":[0.9987788,0.0002246219,0.0005691556,0.00006173299,0.00006340376,0.0003023163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.5748232,0.007678336,0.2428253,0.007110937,0.01704853,0.0006221028,0.0002396787,0.002400216,0.003832222,0.0006542739,0.008343495,0.1344218],"study_design_scores_gemma":[0.1240195,0.08830269,0.7619568,0.001466767,0.01438919,0.001162767,0.000170153,0.002091916,0.001522378,0.0008064896,0.004009421,0.0001019674],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9668893,0.02808846,0.0002864776,0.000573074,0.0003257432,0.0001422599,0.001024136,0.00002506649,0.002645417],"genre_scores_gemma":[0.9947723,0.002537979,0.0001709253,0.0003722076,0.0003604433,0.0001489283,0.001085523,0.000002720919,0.0005489565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002107966,"threshold_uncertainty_score":0.009115875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01462467603724673,"score_gpt":0.31678052105095,"score_spread":0.3021558450137033,"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."}}