{"id":"W99603072","doi":"10.1191/1358863x05vm588xx","title":"Vascular viewpoint","year":2005,"lang":"en","type":"letter","venue":"Vascular Medicine","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hamilton General Hospital","funders":"","keywords":"Medicine; Carotid endarterectomy; Stroke (engine); Stenosis; Asymptomatic; Perioperative; Incidence (geometry); Surgery; Randomized controlled trial; Internal medicine; Endarterectomy; Cardiology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001766991,0.0004296258,0.0006855759,0.0005420044,0.001035224,0.003554125,0.001409804,0.007006956,0.1894381],"category_scores_gemma":[0.01176446,0.0002021963,0.0004833116,0.0006145159,0.001930524,0.002937713,0.00129683,0.005691301,0.09740569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00134415,"about_ca_system_score_gemma":0.002377453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001243207,"about_ca_topic_score_gemma":0.001858052,"domain_scores_codex":[0.9987928,0.0003340239,0.00007563017,0.0002796597,0.0003634169,0.0001544874],"domain_scores_gemma":[0.9957138,0.001371679,0.0002645336,0.0003783823,0.001529346,0.0007423055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005395704,0.00002009679,0.0002900405,0.0002087653,0.000008015112,0.0001721057,0.00006117073,0.00002256193,0.0001069471,0.01033446,0.9383894,0.05033242],"study_design_scores_gemma":[0.00002898203,0.00002193723,0.0003991954,0.0004449619,0.000007785432,0.00044524,0.0001419,0.00001842105,0.00004395878,0.005508479,0.9929335,0.000005520361],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.001028484,0.02424811,0.0004912196,0.6819087,0.1101369,0.00003453448,0.0007955515,0.00020666,0.1811499],"genre_scores_gemma":[0.02549294,0.03218151,0.0006728619,0.5640739,0.1298628,0.00007953881,0.0008624372,0.0001810614,0.246593],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1894381,"threshold_uncertainty_score":0.6337335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01458755052106567,"score_gpt":0.2492922504090265,"score_spread":0.2347046998879609,"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."}}