{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025959,0.0002683357,0.0004430337,0.001427921,0.001170645,0.001193407,0.0006497258,0.0006278657,0.002857038],"category_scores_gemma":[0.002365112,0.0002234939,0.0006211986,0.003116189,0.0007077884,0.0005509155,0.0008841939,0.0007464607,0.0002736486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005271131,"about_ca_system_score_gemma":0.006636971,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8533329,"about_ca_topic_score_gemma":0.9024194,"domain_scores_codex":[0.9994616,0.00004825756,0.00006422384,0.00007275281,0.0001234563,0.0002298015],"domain_scores_gemma":[0.9977682,0.0001739698,0.0005556011,0.00003662045,0.0006367189,0.0008289872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008820462,0.00002034631,0.9987062,0.000008166805,0.00003116157,0.00007569238,0.0001350251,0.00004040798,0.00005906966,0.00002726049,0.0002743375,0.0005340822],"study_design_scores_gemma":[0.00000334769,0.00001691936,0.9988951,0.000007428407,0.00001133055,0.00006632179,0.0007649468,0.00004765758,0.00001125136,0.000008316724,0.0001622533,0.000005080432],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931037,0.0004157652,0.00002591006,0.0001999573,0.00002131783,0.00001616391,0.003133078,0.00000542949,0.003078691],"genre_scores_gemma":[0.9975104,0.0002313442,0.000026482,0.0001133521,0.000009965093,0.00000543542,0.001675977,0.000003263279,0.000423689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1466671,"threshold_uncertainty_score":0.2950617,"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."}}