{"id":"W3134992510","doi":"10.1007/s11886-021-01466-7","title":"Transcatheter Mitral Valve Implantation Systematic Review: Focus on Transseptal Approach and Mitral Annulus Calcification","year":2021,"lang":"en","type":"review","venue":"Current Cardiology Reports","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Montreal Heart Institute","funders":"","keywords":"Medicine; Mitral regurgitation; Stenosis; Cardiology; Ventricular outflow tract obstruction; Internal medicine; Mitral valve replacement; Mitral valve; Calcification; Cochrane Library; Prosthesis; Surgery; Meta-analysis","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":[0.000439259,0.0007121757,0.005662485,0.0001819872,0.00008214505,0.00002692144,0.00006710891,0.0003806733,0.000007571915],"category_scores_gemma":[0.0001046894,0.0005143437,0.02430312,0.0002166171,0.00009366369,0.00005100542,0.00001832168,0.0004754082,0.00001255547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001862693,"about_ca_system_score_gemma":0.000289866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004070051,"about_ca_topic_score_gemma":1.186216e-7,"domain_scores_codex":[0.9959423,0.0006615594,0.001483734,0.001122472,0.000373996,0.0004159193],"domain_scores_gemma":[0.9978054,0.0001184873,0.000681663,0.0009499888,0.0001490246,0.0002954606],"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":[0.00001738653,0.0002550516,0.0008099749,0.8515739,0.01871574,0.0006175257,0.00007316865,4.032909e-7,1.005619e-7,0.00002255404,0.000640324,0.1272739],"study_design_scores_gemma":[0.0009463736,0.000306238,0.002653243,0.5762161,0.3464416,0.03913805,0.00003563279,0.000001009748,5.052952e-7,0.0000357516,0.03324572,0.0009797574],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001372605,0.9926034,0.0001418153,0.0000157028,0.0009961178,0.00530981,0.0002656939,0.00006427549,0.0004659835],"genre_scores_gemma":[0.0063462,0.9849716,0.00002064579,0.00003540816,0.0003082924,0.001755023,0.006452333,0.00007244186,0.00003807691],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3277259,"threshold_uncertainty_score":0.9997308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04733568329518342,"score_gpt":0.3957691941677942,"score_spread":0.3484335108726108,"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."}}