{"id":"W352963092","doi":"10.1007/s11886-015-0602-z","title":"Echocardiographic Evaluation of Prosthetic Heart Valves","year":2015,"lang":"en","type":"review","venue":"Current Cardiology Reports","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Canadian Institutes of Health Research; Canada Research Chairs; St. Jude Medical; Edwards Lifesciences","keywords":"Medicine; Cardiology; Internal medicine; Regurgitation (circulation); Stenosis; Heart valve; Mitral regurgitation; Grading (engineering); Doppler echocardiography; Radiology; Diastole","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001083598,0.001044263,0.002123531,0.004062894,0.0002048558,0.001436333,0.0009479722,0.001062639,0.002470737],"category_scores_gemma":[0.003146627,0.000376458,0.0009643928,0.002039718,0.0005990655,0.001411908,0.0007136012,0.001391384,0.0008578532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000344143,"about_ca_system_score_gemma":0.00116918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001366394,"about_ca_topic_score_gemma":0.002655438,"domain_scores_codex":[0.9994376,0.0001052831,0.0001387032,0.00009782091,0.0001832712,0.00003737475],"domain_scores_gemma":[0.9978308,0.001438791,0.0002964744,0.00003668903,0.0003197745,0.00007749916],"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":[0.0001062232,0.00007744117,0.002082022,0.02907042,0.0003425334,0.0005941163,0.00006329903,0.0001755249,0.001386397,0.0007191483,0.01484192,0.950541],"study_design_scores_gemma":[0.0002518651,0.0004460345,0.03008532,0.08719001,0.003706114,0.0241617,0.0006445032,0.0005961917,0.001957374,0.004247124,0.8465019,0.0002118182],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001203795,0.9991372,0.00009212156,0.000114934,0.0001177304,0.000003678346,0.00001333928,0.000002953864,0.0003975997],"genre_scores_gemma":[0.001435333,0.9974346,0.0002725465,0.0002512349,0.0004097444,0.000004283291,0.00003607273,0.000001205889,0.0001551055],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004062894,"threshold_uncertainty_score":0.008265436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1553991667409592,"score_gpt":0.5004253492032916,"score_spread":0.3450261824623324,"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."}}