{"id":"W3046832035","doi":"10.1016/j.jcin.2020.03.025","title":"Predictors of Outcomes Following Transcatheter Edge-to-Edge Mitral Valve Repair","year":2020,"lang":"en","type":"review","venue":"JACC: Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; McGill University","funders":"","keywords":"Mitral regurgitation; Medicine; Mitral valve repair; Comorbidity; Heart failure; Mitral valve; Internal medicine; Cardiology; Surgery; Intensive care medicine","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":[0.0008580201,0.0006119439,0.002687873,0.001134674,0.000162956,0.0008497337,0.0007913875,0.0007939227,0.002312714],"category_scores_gemma":[0.003740776,0.0002065306,0.002873536,0.001805704,0.000210402,0.000552152,0.0004485432,0.001458201,0.0003313112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003643851,"about_ca_system_score_gemma":0.001167782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002592059,"about_ca_topic_score_gemma":0.004381889,"domain_scores_codex":[0.9995908,0.00009665699,0.00009998528,0.00006936995,0.0001000013,0.00004319759],"domain_scores_gemma":[0.9981912,0.001208371,0.0003930434,0.00002262868,0.000134135,0.00005062442],"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":[0.002009798,0.0002394246,0.02234524,0.1163512,0.01207041,0.0001567929,0.00010798,0.0007404732,0.0004982529,0.0009633849,0.01165645,0.8328605],"study_design_scores_gemma":[0.002175352,0.003443979,0.4297615,0.2239287,0.1249265,0.002641866,0.0009492391,0.002451157,0.001429468,0.006896999,0.2009859,0.000409341],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001681207,0.9977825,0.0000466067,0.0001190644,0.00008191972,0.000004568135,0.00008447863,0.000002390238,0.0001973225],"genre_scores_gemma":[0.01453038,0.9846131,0.0001629118,0.0001383037,0.0002311343,0.00001616935,0.0002141701,0.000001544274,0.00009239258],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002687873,"threshold_uncertainty_score":0.007736802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05131716802187905,"score_gpt":0.3837620188962203,"score_spread":0.3324448508743413,"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."}}