{"id":"W4392638925","doi":"10.1016/j.jcin.2023.12.033","title":"The Impact of Cerebral Embolic Protection Devices on Characteristics and Outcomes of Stroke Complicating TAVR","year":2024,"lang":"en","type":"article","venue":"JACC: Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Medicine; Stroke (engine); Valve replacement; Modified Rankin Scale; Cardiology; Internal medicine; Cohort; Middle cerebral artery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001226592,0.0004059728,0.0008244542,0.0009746593,0.0006119611,0.002094334,0.000794908,0.001639193,0.004612886],"category_scores_gemma":[0.008184336,0.0003495824,0.002757044,0.001729022,0.0006764741,0.001381055,0.0008340887,0.002427296,0.0006936715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006494738,"about_ca_system_score_gemma":0.0008708726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004653776,"about_ca_topic_score_gemma":0.005783278,"domain_scores_codex":[0.9983015,0.0003382312,0.0002530875,0.0003513778,0.0003207086,0.0004349988],"domain_scores_gemma":[0.9938695,0.001868415,0.002484657,0.0005756143,0.0004225746,0.0007791248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001914159,0.0001926287,0.9899029,0.00005544289,0.001299517,0.0002857584,0.00008475148,0.0001927422,0.0002827019,0.0001476555,0.0003398472,0.005301964],"study_design_scores_gemma":[0.00002972764,0.0003068141,0.9980195,0.00002041252,0.0003451654,0.0003231714,0.0001947382,0.000251392,0.00004234702,0.0002055075,0.0002450488,0.00001617021],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924374,0.002539571,0.0002528621,0.0004129228,0.00009457988,0.00001613591,0.0007920761,0.00000942965,0.003445071],"genre_scores_gemma":[0.9979528,0.0005815536,0.00008127749,0.0001152622,0.0002007808,0.000009375992,0.0007139763,0.000009209853,0.0003356512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004653776,"threshold_uncertainty_score":0.01543164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03243843712104016,"score_gpt":0.3737670913241375,"score_spread":0.3413286542030974,"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."}}