{"id":"W4384930999","doi":"10.3390/jcm12144788","title":"Redo-TAVR: Essential Concepts, Updated Data and Current Gaps in Evidence","year":2023,"lang":"en","type":"review","venue":"Journal of Clinical Medicine","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Valve replacement; Stenosis; Cardiology; Complication; Aortic valve stenosis; Aortic valve replacement; Internal medicine; 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":[0.003590171,0.001075846,0.002804208,0.004131497,0.0003474939,0.002310977,0.001349499,0.00163489,0.005125917],"category_scores_gemma":[0.009217458,0.0004691428,0.002303492,0.003544458,0.0006430286,0.002647453,0.001046859,0.002514449,0.001032541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001268318,"about_ca_system_score_gemma":0.003695726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001869832,"about_ca_topic_score_gemma":0.003891773,"domain_scores_codex":[0.9984933,0.0003786148,0.0004788851,0.0001646631,0.0004073683,0.00007727656],"domain_scores_gemma":[0.9928887,0.005143422,0.0008526113,0.0001232194,0.0008628455,0.0001292809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001850881,0.00005093326,0.0003658351,0.1771069,0.0008369992,0.0001521204,0.000172426,0.0002960511,0.0003596481,0.003329032,0.02808545,0.7890596],"study_design_scores_gemma":[0.00009740813,0.0001979875,0.002670903,0.2286598,0.004642356,0.001622661,0.0002865829,0.0002388331,0.000289255,0.005994292,0.7552342,0.00006575118],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000482694,0.9989185,0.00006381849,0.0006001701,0.000137477,0.000006004363,0.00003052348,0.00000458343,0.0001906446],"genre_scores_gemma":[0.0005517029,0.9984755,0.0002332467,0.0004574589,0.0001458039,0.0000107065,0.00004816322,0.000002248578,0.00007519456],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005125917,"threshold_uncertainty_score":0.01898682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3895347432539948,"score_gpt":0.6502253859717194,"score_spread":0.2606906427177246,"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."}}