{"id":"W3131152556","doi":"10.4244/eijv16i14a201","title":"Cerebral embolic protection during TAVI: the game is not over","year":2021,"lang":"en","type":"article","venue":"EuroIntervention","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Magnetic resonance imaging; Transcranial Doppler; Stroke (engine); Embolic stroke; Cardiology; Incidence (geometry); Internal medicine; Radiology; Aortic valve; Ischemic stroke; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004892849,0.00009101575,0.0001204383,0.00003259598,0.00007135219,0.00003914674,0.00002533204,0.00002537003,0.00105648],"category_scores_gemma":[0.00003401307,0.00006858397,0.001083863,0.0001168119,0.00001527874,0.0000670916,0.00004295093,0.00009752989,0.0002267132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006098301,"about_ca_system_score_gemma":0.00001981052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004245527,"about_ca_topic_score_gemma":0.00000416066,"domain_scores_codex":[0.999264,0.00006027412,0.0001546802,0.0002056954,0.0001844093,0.0001309648],"domain_scores_gemma":[0.9995628,0.000004394803,0.00005647305,0.0002591226,0.00006173303,0.00005545846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001100338,0.002097236,0.9152005,0.001050438,0.002714409,0.0005388579,0.0007908209,0.00001226632,0.0534588,0.000630751,0.004550828,0.01785472],"study_design_scores_gemma":[0.001507533,0.00008083088,0.9812831,0.0001627889,0.000303192,0.0001081488,0.00003985941,0.00005865478,0.01544123,0.0000680137,0.0008874388,0.00005924808],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997153,0.0003440429,0.00009235657,0.001215864,0.0002740514,0.000274692,0.00001953824,0.00004897139,0.0005774407],"genre_scores_gemma":[0.9948981,0.00001937409,0.000008362012,0.0003316402,0.0001777496,0.0000114667,0.00003725553,0.0000184459,0.004497574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06608252,"threshold_uncertainty_score":0.9998567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02544227650367103,"score_gpt":0.334339777722004,"score_spread":0.308897501218333,"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."}}