{"id":"W2736658487","doi":"10.1161/circulationaha.117.025264","title":"Transcatheter Therapy for Mitral Regurgitation Clinical Challenges and Potential Solutions","year":2017,"lang":"en","type":"review","venue":"Circulation","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Medicine; Mitral regurgitation; Intensive care medicine; Cardiology; Internal medicine; Adverse effect; Disease","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":[0.0008116443,0.0007237077,0.00110286,0.002426486,0.0003392415,0.001270727,0.0007082178,0.00117588,0.005682457],"category_scores_gemma":[0.001593704,0.0001896785,0.0007331968,0.001596307,0.0004882872,0.001481119,0.0007567471,0.002258929,0.001973738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004795316,"about_ca_system_score_gemma":0.001197252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006043962,"about_ca_topic_score_gemma":0.001203276,"domain_scores_codex":[0.9996816,0.00007025123,0.00006551995,0.0000375153,0.0001235622,0.00002157106],"domain_scores_gemma":[0.9993294,0.0003890156,0.00008534927,0.00001920929,0.0001411897,0.00003583002],"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":[0.00004338245,0.00006254834,0.0001634796,0.0254797,0.0001196808,0.0002228898,0.0001022148,0.0002295503,0.000781301,0.006145432,0.04255868,0.9240911],"study_design_scores_gemma":[0.00001623394,0.00005930138,0.0005173357,0.01279156,0.0001445178,0.001798606,0.00009078394,0.00008621324,0.0001822044,0.003935351,0.9803607,0.00001708552],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005054897,0.9983399,0.00008457178,0.0005559247,0.0002436865,0.000003433844,0.000009636802,0.000004933544,0.0007072436],"genre_scores_gemma":[0.0004535813,0.9984621,0.0001433426,0.000284995,0.0002921972,0.000004127776,0.00001548816,0.000001271943,0.0003429358],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005682457,"threshold_uncertainty_score":0.01900977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3141437038065431,"score_gpt":0.4993670515588605,"score_spread":0.1852233477523175,"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."}}