{"id":"W4400879024","doi":"10.1161/circinterventions.123.013782","title":"One-Year Outcomes of Transseptal Mitral Valve-in-Valve in Intermediate Surgical Risk Patients","year":2024,"lang":"en","type":"article","venue":"Circulation Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; Université Laval","funders":"","keywords":"Medicine; Mitral valve; Cardiology; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0004109363,0.0001979717,0.0007351089,0.0005257783,0.00002929917,0.00003070364,0.00007042309,0.0001201739,0.0001592741],"category_scores_gemma":[0.00009215676,0.0001978907,0.03144968,0.0004795947,0.00006564082,0.0001615887,0.00003144302,0.0002486268,0.0000581109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002344615,"about_ca_system_score_gemma":0.0000583391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002117267,"about_ca_topic_score_gemma":0.00002947277,"domain_scores_codex":[0.9978544,0.0002062574,0.0007206346,0.0004270432,0.0005375909,0.0002541435],"domain_scores_gemma":[0.9992095,0.00007105324,0.00006485121,0.0004207121,0.0001104374,0.0001233982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004069385,0.0008577807,0.9691269,0.0004581743,0.01610608,0.00004197684,0.0002116228,0.0006747842,0.000001350833,0.0001932897,0.00001044236,0.01227686],"study_design_scores_gemma":[0.004568512,0.00008385937,0.9878646,0.000979166,0.005728624,0.000004203077,0.00008589018,0.0002010278,0.000006872153,0.0001977011,0.0001285236,0.0001510498],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986499,0.0106659,0.0005441852,0.00002338023,0.0005776451,0.0007242346,0.0002524819,0.00005875174,0.0006543841],"genre_scores_gemma":[0.9990892,0.0002297565,0.00004132815,0.000005273626,0.00006464478,0.00008783285,0.000413449,0.00003680963,0.00003170632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03071457,"threshold_uncertainty_score":0.9782501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02361678189167981,"score_gpt":0.3356030467200108,"score_spread":0.311986264828331,"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."}}