{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002561751,0.0001610473,0.0004730224,0.00006527249,0.00005218036,0.00001750596,0.00006130889,0.00003645862,0.002202101],"category_scores_gemma":[0.0001175305,0.0001013594,0.002136547,0.00005426604,0.00003328862,0.00006687696,0.00002432546,0.0001280765,0.0003434561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000170397,"about_ca_system_score_gemma":0.000289006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002052215,"about_ca_topic_score_gemma":0.000002630479,"domain_scores_codex":[0.9986711,0.0001239202,0.0004041094,0.0001748845,0.0004203701,0.0002056263],"domain_scores_gemma":[0.9989769,0.0001443227,0.000128074,0.0002330948,0.0001304778,0.0003870807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005578136,0.0007841381,0.6983452,0.0001696374,0.005063734,0.01288818,0.000702645,0.00001218781,0.0003445796,0.0000244845,0.2658924,0.01019461],"study_design_scores_gemma":[0.008066812,0.004365116,0.4825667,0.0001751885,0.0007798844,0.008422229,0.0002937433,0.000008334374,0.00002289118,0.000003956113,0.495167,0.0001281988],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911181,0.000659227,0.000003560594,0.006528082,0.0004164617,0.0003719901,0.00004046212,0.00003242225,0.0008296832],"genre_scores_gemma":[0.9841434,0.00005067599,0.004752286,0.0009849428,0.0003876557,0.000001771263,0.00003545445,0.00005104816,0.0095928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2292745,"threshold_uncertainty_score":0.99871,"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."}}