{"id":"W4376868452","doi":"10.1016/j.jcin.2023.03.018","title":"Valve-in-Valve After Transcatheter Mitral Valve Replacement","year":2023,"lang":"en","type":"article","venue":"JACC: Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Tricuspid valve; Adverse effect; Internal medicine; Valve replacement; Cardiology; Multicenter study; Surgery; Mitral regurgitation; Randomized controlled trial","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006350047,0.0003540097,0.0008198583,0.0004807837,0.00009114733,0.00005924856,0.0001307283,0.000140997,0.0007859251],"category_scores_gemma":[0.00005943262,0.0003302635,0.1386664,0.0006733568,0.00006360766,0.0001387926,0.00009568935,0.0002523043,0.001199489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002666771,"about_ca_system_score_gemma":0.00006247601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001574377,"about_ca_topic_score_gemma":0.00002334672,"domain_scores_codex":[0.9971237,0.0001918929,0.0006227032,0.0007267761,0.0007140852,0.0006208525],"domain_scores_gemma":[0.9982647,0.00004023434,0.00006030138,0.001229168,0.0001232684,0.0002822947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008613657,0.002856951,0.667806,0.001705815,0.2907997,0.0005197674,0.001197516,0.0006009266,0.00002619395,0.0001935396,0.007341848,0.02609031],"study_design_scores_gemma":[0.00466551,0.0002764026,0.9641865,0.000819352,0.02017019,0.0000656576,0.00030015,0.0000262413,0.00003599428,0.0001655092,0.008961691,0.0003268384],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.952544,0.03927938,0.0007384813,0.000294464,0.001115262,0.001793606,0.0002698236,0.0003675327,0.003597443],"genre_scores_gemma":[0.9958727,0.000501033,0.0001412847,0.0001344465,0.0002314804,0.001028042,0.0003804706,0.00008190943,0.001628608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2963804,"threshold_uncertainty_score":0.9999149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0284020947557459,"score_gpt":0.3442643600468284,"score_spread":0.3158622652910825,"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."}}