{"id":"W2104048726","doi":"10.1161/strokeaha.109.547497","title":"Urgency of Carotid Endarterectomy for Secondary Stroke Prevention","year":2009,"lang":"en","type":"article","venue":"Stroke","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; University Health Network; University of Toronto; Sunnybrook Health Science Centre; Ontario Stroke Network; Health Sciences Centre","funders":"","keywords":"Medicine; Carotid endarterectomy; Stenosis; Interquartile range; Stroke (engine); Endarterectomy; Surgery; Vascular surgery; Cardiology; Cardiac surgery","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":[0.0001018283,0.0001249581,0.0002912407,0.00009527957,0.00004307771,0.000007692149,0.00006363049,0.00005317934,0.0006041043],"category_scores_gemma":[0.00003605808,0.0001157084,0.0005022205,0.00005756219,0.00003062597,0.00008005215,0.00000920498,0.0000838202,0.000009278177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002453773,"about_ca_system_score_gemma":0.0001559076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005334188,"about_ca_topic_score_gemma":0.000005854077,"domain_scores_codex":[0.9991003,0.0000173055,0.0002588588,0.000205925,0.0002072412,0.0002103411],"domain_scores_gemma":[0.9993951,0.00002028042,0.00007340444,0.000279325,0.0001045995,0.0001272962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008752947,0.002578419,0.2372552,0.001245429,0.001207889,0.000007928977,0.0007952127,0.000009317389,0.2934491,0.00294501,0.01832552,0.4413057],"study_design_scores_gemma":[0.009280497,0.004229596,0.7361354,0.0002398018,0.0009137041,0.0000687807,0.0006328071,0.0000477601,0.2216825,0.0009361653,0.02543639,0.0003965547],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9760938,0.0003789515,0.001357788,0.0002464576,0.0002606486,0.001188857,0.0004243883,0.00007640327,0.0199727],"genre_scores_gemma":[0.9946857,0.00002938122,0.000667678,0.0001438021,0.0002065308,0.00003524505,0.0001308223,0.0000126801,0.004088128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4988803,"threshold_uncertainty_score":0.6614519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01231002533004774,"score_gpt":0.2757868179277746,"score_spread":0.2634767925977268,"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."}}