{"id":"W3213818648","doi":"10.1016/j.avsg.2021.10.034","title":"Symptom Status of Patients Undergoing Carotid Endarterectomy in Canada and United States","year":2021,"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":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Carotid endarterectomy; Stroke (engine); Asymptomatic; Internal medicine; Univariate analysis; Stenosis; Cardiology; Multivariate analysis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001769814,0.0001412197,0.0005610018,0.0002294297,0.00002027698,0.000006968314,0.00003140717,0.0000342238,0.00009068302],"category_scores_gemma":[0.0003516166,0.0001396682,0.0002543452,0.0004307228,0.00004803063,0.00006940756,0.00004189827,0.00007798945,4.635767e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000521221,"about_ca_system_score_gemma":0.001996704,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3931382,"about_ca_topic_score_gemma":0.3633576,"domain_scores_codex":[0.9984435,0.000112447,0.0004406518,0.0002235332,0.0004285638,0.0003512469],"domain_scores_gemma":[0.9985854,0.0003745284,0.000108621,0.0003051515,0.0004058048,0.0002204698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002338428,0.0001864288,0.9960223,0.0005118667,0.00035467,0.00002071714,0.000136028,0.0000553992,0.00005592661,0.000007254073,0.0007361452,0.001889917],"study_design_scores_gemma":[0.0008391442,0.00003700971,0.9852708,0.0004078826,0.00007966003,0.00000422799,0.0007135768,0.0000289786,0.0108431,0.00001789855,0.001629353,0.000128338],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978192,0.001681346,0.000004322258,0.00008742089,0.00008331831,0.0001353803,0.0001102649,0.000007535161,0.00007116412],"genre_scores_gemma":[0.9926189,0.006251672,0.00001402523,0.0004486847,0.00001209241,0.000005670383,0.0006222833,0.00001779077,0.000008892274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02978061,"threshold_uncertainty_score":0.6482595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01826718605692864,"score_gpt":0.2415681079946412,"score_spread":0.2233009219377125,"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."}}