{"id":"W2007071097","doi":"10.4244/eijv8sqa15","title":"Edwards SAPIEN 3 valve","year":2012,"lang":"en","type":"article","venue":"EuroIntervention","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Cuff; Heart valve; Coaxial; Balloon; Cardiology; Stent; Valve replacement; Regurgitation (circulation); Biomedical engineering; Internal medicine; Surgery; Stenosis; Mechanical engineering","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009646462,0.00007431993,0.0001100194,0.00004471566,0.00002724234,0.000009306099,0.00001881741,0.00001987895,0.0006273292],"category_scores_gemma":[0.00002671956,0.00006421954,0.001551403,0.00005791464,0.0000114376,0.0000984933,0.00002321376,0.00004376768,0.0007965047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004742481,"about_ca_system_score_gemma":0.000007769766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001843193,"about_ca_topic_score_gemma":2.66108e-7,"domain_scores_codex":[0.9994495,0.00002615145,0.0001184572,0.00009603745,0.0001373358,0.0001725335],"domain_scores_gemma":[0.9996184,0.000004521683,0.0000363416,0.0001588186,0.00003186202,0.0001500442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007478983,0.0005910267,0.9861283,0.00005465836,0.000294333,0.000005522155,0.00005855925,1.566325e-7,0.0001847551,0.0003468284,0.003850141,0.008410973],"study_design_scores_gemma":[0.0008059156,0.0001824194,0.9902873,0.00007248613,0.0004778221,0.00003140099,0.00002079995,0.000004256801,0.0001883843,0.00004200437,0.007833816,0.00005336762],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980817,0.00199266,0.0003139244,0.00007449465,0.000544826,0.0001636945,0.00001170948,0.00006997064,0.01601173],"genre_scores_gemma":[0.9974138,0.00001493435,0.0001085988,0.0001017377,0.0002658674,0.00000302109,0.00008081387,0.0000154533,0.001995754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01659682,"threshold_uncertainty_score":0.9999815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02414013586093291,"score_gpt":0.3760719116407407,"score_spread":0.3519317757798078,"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."}}