{"id":"W1972321587","doi":"10.1016/j.jcin.2015.01.017","title":"Filtering the Truth Behind Cerebral Embolization During Transcatheter Aortic Valve Replacement","year":2015,"lang":"en","type":"letter","venue":"JACC: Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"Edwards Lifesciences","keywords":"Medicine; Valve replacement; Cardiology; Percutaneous; Stenosis; Internal medicine; Stroke (engine); Embolization; Aortic valve stenosis; Radiology; Aortic valve","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":[],"category_scores_codex":[0.0004708341,0.000577662,0.001123077,0.0002741562,0.0002717433,0.0001732388,0.0002622785,0.0004156724,0.0005188664],"category_scores_gemma":[0.0001284543,0.0004393122,0.0463903,0.0001871493,0.0000861483,0.0001409003,0.0001518724,0.0009611332,0.000200595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005412476,"about_ca_system_score_gemma":0.0001189274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001146617,"about_ca_topic_score_gemma":0.000003667548,"domain_scores_codex":[0.9962057,0.0003538538,0.0007738809,0.0008400433,0.00123433,0.0005922175],"domain_scores_gemma":[0.9972352,0.00005741373,0.000211658,0.002011542,0.0002949923,0.0001892274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004106417,0.001149886,0.01371319,0.007848538,0.3485594,0.0004894574,0.001601318,0.0007520977,0.00001462447,0.00002654325,0.6172453,0.008189002],"study_design_scores_gemma":[0.01578409,0.0009215356,0.2147304,0.007039264,0.1990322,0.001297327,0.0005868602,0.0001305326,0.0002013675,0.000304309,0.5577905,0.002181615],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5465697,0.1906252,0.01615728,0.1723219,0.02679409,0.02169559,0.005167674,0.002153768,0.01851479],"genre_scores_gemma":[0.9548794,0.0004828739,0.0001926863,0.01951699,0.008748025,0.001747647,0.00669277,0.000480137,0.007259448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4083097,"threshold_uncertainty_score":0.9998059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03648953909151161,"score_gpt":0.3222152628703183,"score_spread":0.2857257237788067,"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."}}