{"id":"W2922019747","doi":"10.15420/icr.2018.32.2","title":"Cerebral Embolic Protection in TAVI: Friend or Foe","year":2019,"lang":"en","type":"review","venue":"Interventional Cardiology Reviews Research Resources","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; LMC Diabetes & Endocrinology (Canada); London Health Sciences Centre","funders":"","keywords":"Medicine; Embolic stroke; Cerebral embolism; Cardiology; Embolism; Stroke (engine); Internal medicine; Cerebral circulation; Aortic valve; Ischemia; Ischemic stroke","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00319188,0.0006203595,0.005177504,0.001296821,0.0001363252,0.00006732835,0.0004178538,0.0006395879,0.0009065756],"category_scores_gemma":[0.001400916,0.0003934657,0.009799253,0.001121981,0.0003979327,0.00009297471,0.0004302668,0.001799414,0.002536412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007808759,"about_ca_system_score_gemma":0.000542296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001322948,"about_ca_topic_score_gemma":0.00002089302,"domain_scores_codex":[0.9911352,0.004343634,0.001600927,0.001165303,0.0008606947,0.0008942325],"domain_scores_gemma":[0.9975839,0.0004148507,0.0004085335,0.0009907201,0.0002962243,0.0003058037],"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":[0.0003864185,0.0003504783,0.002248414,0.06099814,0.0028358,0.0003800608,0.00004238594,7.030903e-7,1.625017e-7,0.00007935202,0.005524925,0.9271532],"study_design_scores_gemma":[0.0009251688,0.0009628768,0.003231076,0.0425731,0.00169262,0.0006351138,0.00004497521,0.000001415883,6.375784e-8,0.00005848911,0.9495971,0.0002780063],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005733942,0.9876277,0.000006836983,0.00005810691,0.0003661575,0.007458892,0.0002349946,0.00003613993,0.003637713],"genre_scores_gemma":[0.0004474374,0.9854211,0.00002224577,0.00001889131,0.0009308652,0.004137347,0.0006970762,0.00009087412,0.00823414],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9440722,"threshold_uncertainty_score":0.9998517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3950776643748285,"score_gpt":0.561092883388161,"score_spread":0.1660152190133325,"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."}}