{"id":"W2012054480","doi":"10.1016/j.jcin.2007.11.010","title":"Percutaneous Aortic Valve Replacement Will Become a Common Treatment for Aortic Valve Disease","year":2008,"lang":"en","type":"review","venue":"JACC: Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Percutaneous; Aortic valve replacement; Stenosis; Aortic valve; Cardiology; Aortic valve stenosis; Internal medicine; Valve replacement; 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_narrow","metaepi_broad"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0002758125,0.001368515,0.005654105,0.0005498193,0.0004415583,0.0001154602,0.0002987627,0.0003571629,0.0003180812],"category_scores_gemma":[0.0002180604,0.001115449,0.187834,0.0004265831,0.0001426362,0.0001341319,0.0001956286,0.0003474374,0.0003342887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002541761,"about_ca_system_score_gemma":0.0007131647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002203024,"about_ca_topic_score_gemma":0.000009888258,"domain_scores_codex":[0.994152,0.0004745325,0.001855429,0.001596138,0.0009929411,0.0009289382],"domain_scores_gemma":[0.9946362,0.0002419577,0.0005192304,0.003211953,0.0003081891,0.001082519],"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":[0.0002143859,0.003506337,0.0008358,0.02908072,0.2346134,0.0005503651,0.00007103886,0.00003164538,3.12096e-8,0.00003629748,0.001927272,0.7291327],"study_design_scores_gemma":[0.002900374,0.001207179,0.001765235,0.01935368,0.2483935,0.001601762,0.00003995219,0.00002235099,1.315825e-7,0.00004728902,0.7238315,0.0008370856],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006690125,0.9850295,0.0004528328,0.00003754816,0.001036553,0.009605072,0.002636361,0.0002485405,0.000284639],"genre_scores_gemma":[0.004267591,0.9804582,0.0002238401,0.00004929306,0.0006053035,0.005182551,0.006706164,0.0003222914,0.002184752],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7282957,"threshold_uncertainty_score":0.9999065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0613639290690942,"score_gpt":0.3962784838570678,"score_spread":0.3349145547879736,"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."}}