{"id":"W4206298046","doi":"10.1016/j.jcin.2016.02.041","title":"Percutaneous Transvenous Transseptal Transcatheter Valve Implantation in Failed Bioprosthetic Mitral Valves, Ring Annuloplasty, and Severe Mitral Annular Calcification","year":2016,"lang":"en","type":"article","venue":"JACC: Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":134,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital","funders":"Edwards Lifesciences; Medtronic","keywords":"Medicine; Percutaneous; Cardiology; Surgery; Periprosthetic; Stenosis; Mitral valve replacement; Mitral regurgitation; Internal medicine; Mitral valve; Calcification","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":[0.0002781512,0.0003507072,0.0006873792,0.000306421,0.0001254787,0.00005343035,0.0000938027,0.000177256,0.0001225273],"category_scores_gemma":[0.00002290738,0.0002793883,0.0184061,0.0002284756,0.0001089094,0.0002597134,0.00001564236,0.0001696371,0.00004304588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002010706,"about_ca_system_score_gemma":0.00006194037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002238437,"about_ca_topic_score_gemma":0.00009042495,"domain_scores_codex":[0.997705,0.0001836786,0.0005601493,0.000658415,0.0004217508,0.0004709551],"domain_scores_gemma":[0.999,0.00004676725,0.00006405457,0.0005256445,0.0001106964,0.000252905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00161079,0.003507933,0.6411905,0.002342606,0.06191215,0.001331357,0.005469814,0.0002846062,0.01005946,0.0003954224,0.00006203125,0.2718333],"study_design_scores_gemma":[0.006221378,0.000431735,0.9787815,0.001028397,0.008892187,0.00285677,0.0004337793,0.00002236279,0.0003767072,0.0001685196,0.0003656367,0.0004209979],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797637,0.01388764,0.003904771,0.0002613752,0.0002004731,0.001167412,0.0004529087,0.000103675,0.0002579988],"genre_scores_gemma":[0.9983434,0.0007030708,0.0002975546,0.0000245379,0.00007957929,0.000137597,0.0001907643,0.00006269249,0.0001607705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.337591,"threshold_uncertainty_score":0.9999658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01743576087427917,"score_gpt":0.2970784137659558,"score_spread":0.2796426528916766,"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."}}