{"id":"W4387900372","doi":"10.1093/eurheartj/ehad663","title":"Outcomes of transcatheter pulmonary SAPIEN 3 valve implantation: an international registry","year":2023,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Medicine; Ventricular outflow tract; Endocarditis; Pulmonary valve; Infective endocarditis; Internal medicine; Cardiology; Cumulative incidence; Confidence interval; Incidence (geometry); Surgery; Heart valve; Heart disease; Cohort; Thrombosis","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":[],"consensus_categories":[],"category_scores_codex":[0.0003943816,0.0001132312,0.0002144603,0.0001826741,0.000108231,0.00002700032,0.0001268234,0.00001793981,0.0002400983],"category_scores_gemma":[0.00007304084,0.00009252233,0.0003793417,0.0001395713,0.0000674806,0.0001874512,0.00004442427,0.0002113676,0.0002795899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002505641,"about_ca_system_score_gemma":0.00004802843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000219739,"about_ca_topic_score_gemma":8.843564e-7,"domain_scores_codex":[0.9988579,0.0001159576,0.0003093449,0.0001525919,0.000372684,0.0001915494],"domain_scores_gemma":[0.999343,0.0000443625,0.00006231873,0.0002133811,0.0001344428,0.0002025053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002054304,0.0001824768,0.9708259,0.00004256585,0.0003494052,0.0009253554,0.0009323365,0.000003163649,0.003450836,0.0000212834,0.005261559,0.01779976],"study_design_scores_gemma":[0.000558114,0.0001544958,0.9825962,0.00005977524,0.00008534791,0.002550772,0.0003924752,0.00005380436,0.00007488785,0.00002882477,0.01336155,0.0000837961],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777707,0.0001543798,0.00001365176,0.001438095,0.0005170524,0.0001011411,0.00004349385,0.00007534997,0.01988613],"genre_scores_gemma":[0.9965668,0.0001107158,0.0002953963,0.0003355589,0.0005388967,0.000001521609,0.00002812887,0.00003183708,0.002091114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01879613,"threshold_uncertainty_score":0.3772951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05510115964281335,"score_gpt":0.3485052013560679,"score_spread":0.2934040417132546,"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."}}