{"id":"W4280522291","doi":"10.1016/j.avsg.2022.04.044","title":"Carotid Revascularization Improves Cognitive Function in Patients with Asymptomatic Carotid Artery Stenosis","year":2022,"lang":"en","type":"article","venue":"Annals of Vascular Surgery","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Asymptomatic; Stenosis; Carotid endarterectomy; Restenosis; Internal medicine; Cardiology; Endarterectomy; Incidence (geometry); Revascularization; Montreal Cognitive Assessment; Cognition; Surgery; Stent; Dementia; Psychiatry; Myocardial infarction","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007690958,0.0002780439,0.0007643104,0.0005837372,0.000143786,0.00002073471,0.00008339509,0.00006270338,0.0002414768],"category_scores_gemma":[0.0001946156,0.0002583292,0.0007865417,0.0008096466,0.00008026016,0.000252454,0.00008251046,0.000221352,0.000008796575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004920768,"about_ca_system_score_gemma":0.0002204574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008634303,"about_ca_topic_score_gemma":0.000008499444,"domain_scores_codex":[0.9970014,0.0003914984,0.0005965887,0.0004770601,0.001138093,0.0003953347],"domain_scores_gemma":[0.9984494,0.0001744501,0.0002461734,0.000511569,0.0004560276,0.0001623431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003292858,0.00129857,0.9919618,0.0003610878,0.001266519,0.000005243749,0.0001831892,0.0001246439,0.00009735847,0.000007092673,0.00030979,0.004055464],"study_design_scores_gemma":[0.002301249,0.00064615,0.9942084,0.0003434939,0.0006760014,0.000007145533,0.0005481955,0.00003649644,0.0008408185,0.00001836056,0.00008908492,0.0002846366],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975706,0.0003816134,0.0001817187,0.00009725703,0.0001871261,0.001253724,0.00005457077,0.00006143916,0.0002119905],"genre_scores_gemma":[0.9977738,0.0001164895,0.0000188354,0.0007479497,0.0000537694,0.0003005533,0.0009056309,0.00005738196,0.00002558039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003770827,"threshold_uncertainty_score":0.9999869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01555786209945307,"score_gpt":0.2300570139637496,"score_spread":0.2144991518642965,"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."}}