{"id":"W3149998952","doi":"10.1007/s10741-021-10100-1","title":"Speckle tracking echocardiography in primary mitral regurgitation: should we reconsider the time for intervention?","year":2021,"lang":"en","type":"review","venue":"Heart Failure Reviews","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Università degli Studi di Siena","keywords":"Medicine; Speckle tracking echocardiography; Mitral regurgitation; Asymptomatic; Cardiology; Internal medicine; Atrial fibrillation; Heart failure; Mitral valve; Radiology; 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":[0.0007340648,0.0005188502,0.001344874,0.001497897,0.000203004,0.001062853,0.0006659377,0.001060273,0.002858822],"category_scores_gemma":[0.001668484,0.0001960959,0.0007531584,0.001199026,0.0003970181,0.001250594,0.0004349252,0.00150483,0.0008814029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003924944,"about_ca_system_score_gemma":0.001167805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001081764,"about_ca_topic_score_gemma":0.0019213,"domain_scores_codex":[0.9997397,0.00008012987,0.00005993231,0.00003478381,0.0000660228,0.00001943985],"domain_scores_gemma":[0.9992483,0.0004976435,0.00008918053,0.00001382452,0.0001253185,0.00002565914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001293528,0.0000568901,0.000250709,0.04628847,0.0002092107,0.0003026626,0.0001166697,0.0002343974,0.0006767477,0.002340005,0.02921758,0.9201773],"study_design_scores_gemma":[0.0000571577,0.0002437713,0.002341185,0.03428005,0.000560601,0.002835313,0.0002231749,0.0001623663,0.0003418569,0.003458865,0.9554622,0.00003348222],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006475949,0.9990579,0.00005068113,0.0003944808,0.0001937177,0.000002009996,0.000006743347,0.000002703645,0.0002269539],"genre_scores_gemma":[0.0006179794,0.9985676,0.0001239182,0.0002880962,0.0002326191,0.000003676873,0.00001046739,0.000001097737,0.0001545666],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002858822,"threshold_uncertainty_score":0.009563684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09089388768591054,"score_gpt":0.420932892549746,"score_spread":0.3300390048638354,"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."}}