{"id":"W2937618470","doi":"10.1093/eurheartj/ehz222","title":"Mitral regurgitation in heart failure: time for a rethink","year":2019,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Cardiology; Heart failure; Internal medicine; Mitral regurgitation; Functional mitral regurgitation; 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":[0.01304055,0.001015692,0.003564532,0.001620174,0.001337464,0.006059566,0.002146288,0.007724372,0.00663822],"category_scores_gemma":[0.02204598,0.0004661112,0.001147015,0.00129968,0.007272424,0.01645033,0.00331216,0.0185471,0.002986887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002173489,"about_ca_system_score_gemma":0.003622976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001604942,"about_ca_topic_score_gemma":0.00346905,"domain_scores_codex":[0.9962634,0.001321684,0.0007603072,0.0005409207,0.0008664204,0.0002472014],"domain_scores_gemma":[0.9701225,0.018355,0.001120697,0.001200505,0.006214446,0.002986824],"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":[0.0007511046,0.0001748858,0.003416097,0.003757314,0.000154718,0.001194093,0.0007835939,0.0001903309,0.0006475988,0.02832852,0.304526,0.6560758],"study_design_scores_gemma":[0.000297205,0.0005957263,0.01343232,0.01793427,0.0002682214,0.005239441,0.003977062,0.0006218095,0.0001818638,0.07338845,0.88383,0.0002335665],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001510855,0.4673679,0.0008791906,0.4983154,0.02908502,0.00002444603,0.0001101312,0.00007450539,0.002632578],"genre_scores_gemma":[0.03557749,0.5680347,0.004434566,0.1768953,0.2097648,0.0001171932,0.0002600192,0.0001233741,0.004792548],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01304055,"threshold_uncertainty_score":0.06896591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02013205208335951,"score_gpt":0.3338686416131498,"score_spread":0.3137365895297903,"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."}}