{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.001004884,0.0005651363,0.004102567,0.0002699789,0.00009962466,0.00009946401,0.0001208245,0.0002789701,0.0003543265],"category_scores_gemma":[0.0002121998,0.0003550564,0.01993087,0.0007824516,0.00005631802,0.0001100322,0.00005542328,0.0004815485,0.000252881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002347421,"about_ca_system_score_gemma":0.0002892228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006176268,"about_ca_topic_score_gemma":0.000005604859,"domain_scores_codex":[0.9965838,0.0006812417,0.001377946,0.0006884637,0.0002793251,0.0003891837],"domain_scores_gemma":[0.9980199,0.0004122087,0.0003811887,0.0008998563,0.0001277011,0.0001591756],"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":[0.00001175796,0.0001918628,0.0005627829,0.03062544,0.001545413,0.00002492772,0.00001810554,9.35141e-8,1.050591e-7,0.00002091439,0.1379729,0.8290257],"study_design_scores_gemma":[0.0006775851,0.00006546007,0.0005997893,0.06925842,0.007598177,0.0001539588,0.0000192244,3.258987e-7,1.332832e-7,0.00003063171,0.9213325,0.0002637479],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003058933,0.9909189,0.00001890829,0.001999803,0.0002855824,0.006289445,0.0001312776,0.00003569821,0.0003173331],"genre_scores_gemma":[0.000002778005,0.9926962,0.002107639,0.0004369979,0.0005189935,0.001943072,0.001398863,0.00009048,0.0008049412],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8287619,"threshold_uncertainty_score":0.9998901,"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."}}