{"id":"W1988482331","doi":"10.1056/nejmoa1202277","title":"Transcatheter Aortic-Valve Replacement for Inoperable Severe Aortic Stenosis","year":2012,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":1341,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Stenosis; Valve replacement; Aortic valve stenosis; Cardiology; Aortic valve replacement; Internal medicine; Aortic valve; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001005386,0.0002459025,0.0005039734,0.0002317165,0.0002254871,0.0001430895,0.0001628115,0.0001932075,0.001500951],"category_scores_gemma":[0.001274372,0.00006236223,0.0004282829,0.0001351888,0.0002665287,0.00007655704,0.0001807547,0.0003123271,0.0001757332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001766467,"about_ca_system_score_gemma":0.0003534966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001035743,"about_ca_topic_score_gemma":0.0002902901,"domain_scores_codex":[0.9996343,0.0001663798,0.00004213706,0.00004617034,0.00006956351,0.00004134753],"domain_scores_gemma":[0.9994398,0.0002297741,0.0001228232,0.00004002086,0.0000198118,0.000147827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.06681814,0.005891308,0.5669281,0.001548663,0.002058575,0.003767687,0.0004203129,0.004357853,0.04435974,0.001472918,0.004278251,0.2980984],"study_design_scores_gemma":[0.01190242,0.06072606,0.8938531,0.0001663827,0.0005965089,0.01406016,0.0001253395,0.003760813,0.006435161,0.002287168,0.006038493,0.00004838521],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971744,0.001202598,0.0007798894,0.000118727,0.00006321757,0.0001002944,0.00006817617,0.00001191381,0.0004808213],"genre_scores_gemma":[0.9983625,0.0004780059,0.0005931822,0.0001174281,0.0001235501,0.00007285878,0.00009629776,8.996668e-7,0.0001553172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001500951,"threshold_uncertainty_score":0.005317032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0237294422467823,"score_gpt":0.3319004885667707,"score_spread":0.3081710463199884,"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."}}