{"id":"W2969863504","doi":"10.1161/jaha.119.013332","title":"Early Experience With Transcatheter Mitral Valve Replacement: A Systematic Review","year":2019,"lang":"en","type":"review","venue":"Journal of the American Heart Association","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":106,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute; Université Laval","funders":"","keywords":"Medicine; Mitral regurgitation; Mitral valve replacement; Cardiology; Internal medicine; Etiology; Mitral valve; Surgery","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":[0.004400305,0.0008716755,0.004685195,0.009782665,0.000349348,0.001710412,0.001166475,0.0009098349,0.003134037],"category_scores_gemma":[0.01960369,0.0005958325,0.004628714,0.01234213,0.0006959361,0.001579032,0.001095149,0.0005375976,0.0002327883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001448092,"about_ca_system_score_gemma":0.004144687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003793365,"about_ca_topic_score_gemma":0.01079102,"domain_scores_codex":[0.9946537,0.001191361,0.002779927,0.0004613363,0.0007743083,0.0001393654],"domain_scores_gemma":[0.9717985,0.01805424,0.007283005,0.0003668078,0.002202774,0.0002946827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003349515,0.00001637329,0.007894794,0.9428095,0.01691836,0.0002391247,0.0002675159,0.00007549232,0.0001968053,0.0001141041,0.00120768,0.02992512],"study_design_scores_gemma":[0.000379847,0.000391247,0.04066863,0.7665805,0.1664587,0.002325537,0.0006279547,0.0001373915,0.0002944306,0.0002829824,0.02178372,0.00006918525],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004463893,0.9940721,0.0001108688,0.0001549766,0.00005386131,0.00009274742,0.0008155312,0.000005509037,0.0002304518],"genre_scores_gemma":[0.04848257,0.9496464,0.0004551026,0.0004040369,0.00008642241,0.0002365885,0.0005813244,0.000006988679,0.0001005935],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009782665,"threshold_uncertainty_score":0.02327126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02416624058855359,"score_gpt":0.3697159922027363,"score_spread":0.3455497516141827,"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."}}