{"id":"W27323319","doi":"10.1016/j.jcin.2014.04.019","title":"Feasibility and Exploratory Efficacy Evaluation of the Embrella Embolic Deflector System for the Prevention of Cerebral Emboli in Patients Undergoing Transcatheter Aortic Valve Replacement","year":2014,"lang":"en","type":"article","venue":"JACC: Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":144,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital","funders":"Edwards Lifesciences","keywords":"Medicine; Valve replacement; Interquartile range; Magnetic resonance imaging; Aortic valve; Radiology; Stenosis; Surgery; Cardiology; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001872087,0.0001505362,0.0004863899,0.00008944204,0.00009607572,0.00001371449,0.0000895806,0.00005880544,0.00001060095],"category_scores_gemma":[0.0003323277,0.00009942583,0.009326869,0.0001794229,0.00006309951,0.00006325138,0.00004823152,0.00007527639,0.00000120077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002567497,"about_ca_system_score_gemma":0.00009305066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004405171,"about_ca_topic_score_gemma":0.00003834712,"domain_scores_codex":[0.9976564,0.0006765187,0.0005833286,0.0003027489,0.000621573,0.0001594363],"domain_scores_gemma":[0.9984207,0.0001402347,0.0002067636,0.0008197293,0.0003610398,0.00005159387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006489037,0.002645199,0.9301533,0.004237463,0.02260105,6.663542e-8,0.001093134,0.001914129,0.00004611172,0.0003763891,0.00004194014,0.03624234],"study_design_scores_gemma":[0.01019614,0.0003574352,0.9716992,0.001256479,0.0148305,0.000001470316,0.0004303748,0.0007442296,0.0002737994,0.0001193082,0.000009735992,0.00008126548],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888769,0.005218564,0.001907369,0.00001644878,0.0002935467,0.003561,0.00003744095,0.00001285133,0.00007583553],"genre_scores_gemma":[0.9994326,0.00002784442,0.00003700294,0.000006287209,0.00003672641,0.0003931606,0.00003462848,0.00002094692,0.00001080558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04154599,"threshold_uncertainty_score":0.9406397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05566796990058854,"score_gpt":0.3503261911963453,"score_spread":0.2946582212957568,"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."}}