{"id":"W1858906202","doi":"10.1002/ccd.25457","title":"Cerebral events and protection during transcatheter aortic valve replacement","year":2014,"lang":"en","type":"review","venue":"Catheterization and Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Valve replacement; Stroke (engine); Cardiology; Internal medicine; Aortic valve; Stroke risk; Ischemic stroke; Stenosis; Ischemia","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":[0.0002205937,0.0003811469,0.00140365,0.0002333829,0.0001713248,0.00005817056,0.00004673288,0.0001837142,0.00005824714],"category_scores_gemma":[0.00002855617,0.0003219655,0.01986911,0.0001484589,0.00004796902,0.0000735988,0.00006190043,0.0001652155,0.00002140729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009405695,"about_ca_system_score_gemma":0.00003394202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001042681,"about_ca_topic_score_gemma":3.098365e-7,"domain_scores_codex":[0.998104,0.0002414595,0.0005651835,0.0006118523,0.0002642546,0.0002132283],"domain_scores_gemma":[0.9989948,0.000008654985,0.0001579736,0.0005749651,0.00006530157,0.0001983017],"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":[0.00003668899,0.0003227499,0.0007313368,0.05626396,0.03700362,0.000002559845,0.0001025307,0.000001542798,0.000001793085,0.00003287969,0.000007367541,0.905493],"study_design_scores_gemma":[0.009341592,0.001555008,0.04906087,0.09616578,0.2780219,0.001576875,0.0001382851,0.00007864009,0.000008578929,0.0001069474,0.561877,0.002068501],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00505785,0.9889768,0.003386857,0.000009294902,0.000226116,0.002104307,0.00007868209,0.0000753831,0.00008466599],"genre_scores_gemma":[0.04333775,0.954713,0.00002738651,0.00001144446,0.0001351538,0.0008095409,0.0004616735,0.00007851752,0.0004255391],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9034245,"threshold_uncertainty_score":0.9999232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03819828229735752,"score_gpt":0.3450509621875018,"score_spread":0.3068526798901443,"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."}}