{"id":"W3157139271","doi":"10.1161/strokeaha.120.033994","title":"Optimal Medical Management of Asymptomatic Carotid Stenosis","year":2021,"lang":"en","type":"review","venue":"Stroke","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Asymptomatic; Revascularization; Glycemic; Cardiology; Medical therapy; Stenosis; Internal medicine; Stroke (engine); Intensive care medicine; Myocardial infarction; Insulin","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":[0.0001883329,0.0003339972,0.002151325,0.0001393335,0.00002791765,0.00001392429,0.0002202804,0.0002063302,0.002333981],"category_scores_gemma":[0.00003657553,0.0002596986,0.001805279,0.0001988878,0.00008136634,0.00002174393,0.0001880255,0.0002595694,0.00008115347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007542591,"about_ca_system_score_gemma":0.0004274327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004959381,"about_ca_topic_score_gemma":5.67017e-7,"domain_scores_codex":[0.9975203,0.0001221051,0.0006631513,0.0003862027,0.00103764,0.0002706042],"domain_scores_gemma":[0.9986814,0.00005717464,0.0001691651,0.000706712,0.0000707301,0.0003148624],"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":[0.00000240337,0.0003433759,0.0003185221,0.1075935,0.004801074,0.0001725425,0.00001986925,4.210698e-7,8.893306e-8,0.0002145474,0.001262619,0.885271],"study_design_scores_gemma":[0.001056306,0.0001588356,0.0003386888,0.09354895,0.01585218,0.000337969,0.0002944503,0.000004033142,0.000006834763,7.034907e-7,0.8880349,0.0003661665],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001082516,0.989564,0.00003997758,0.00002191376,0.0002145891,0.0008635841,0.0001273005,0.00004442274,0.009015976],"genre_scores_gemma":[0.0000771177,0.9963082,0.0005430944,0.00003862632,0.0001752939,0.0001486557,0.0003775888,0.00005122552,0.002280199],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8867723,"threshold_uncertainty_score":0.9999855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02258948514581939,"score_gpt":0.3137327674232032,"score_spread":0.2911432822773838,"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."}}