{"id":"W4213234788","doi":"10.1016/j.jcin.2021.11.040","title":"Management and Outcome of Failed Percutaneous Edge-to-Edge Mitral Valve Plasty","year":2022,"lang":"en","type":"article","venue":"JACC: Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; University of Toronto; St. Michael's Hospital","funders":"Biotronik; Boston Scientific Corporation; Edwards Lifesciences; Medtronic; Abbott Laboratories","keywords":"MitraClip; Medicine; Embolization; Mitral regurgitation; Surgery; Incidence (geometry); Percutaneous; Heart failure; Mitral valve; Cardiology","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_broad"],"consensus_categories":[],"category_scores_codex":[0.0002844191,0.0002040645,0.0006723868,0.0002633223,0.0001860969,0.0000228396,0.0001122741,0.00003508684,0.0005320511],"category_scores_gemma":[0.00003534014,0.000200871,0.02067378,0.0002727841,0.00004448395,0.00004183307,0.0004003343,0.0001593647,0.00004512877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000192526,"about_ca_system_score_gemma":0.00001822973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009050446,"about_ca_topic_score_gemma":0.000003522191,"domain_scores_codex":[0.9981545,0.0001367178,0.0004421663,0.0004297218,0.0005712774,0.0002656796],"domain_scores_gemma":[0.9988953,0.0000257406,0.00006529999,0.0007056938,0.00008183929,0.000226058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006269612,0.0029631,0.7384692,0.002670764,0.1930127,0.00251067,0.0006855006,0.002121137,0.00004315234,0.001085082,0.004598364,0.05121338],"study_design_scores_gemma":[0.003075918,0.0005639743,0.954021,0.0001933027,0.02191413,0.0006011775,0.001391997,0.00002261294,0.00001656478,0.00007100969,0.01785612,0.0002722265],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9764389,0.01593921,0.000950518,0.0001147688,0.0006808282,0.001476729,0.0004598706,0.0000827183,0.003856451],"genre_scores_gemma":[0.9968931,0.00007727098,0.0006078701,0.00007340555,0.00006038975,0.0002826612,0.0001327725,0.00003724347,0.00183529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2155518,"threshold_uncertainty_score":0.989134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02529289725314281,"score_gpt":0.326089961482928,"score_spread":0.3007970642297852,"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."}}