{"id":"W2220620176","doi":"10.1016/j.jvs.2015.08.021","title":"Implementation and Adherence to Stroke Guidelines for Treatment of Extracranial Carotid Occlusive Disease Through a Multidisciplinary Team: Review of 1895 Carotid Endarterectomies in a Single Health Authority From 2006-2014","year":2015,"lang":"en","type":"article","venue":"Journal of Vascular Surgery","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Victoria General Hospital; Royal Jubilee Hospital; University of British Columbia; Island Health","funders":"","keywords":"Medicine; Carotid endarterectomy; Asymptomatic; Stenosis; Stroke (engine); Multidisciplinary team; Emergency medicine; Endarterectomy; Psychological intervention; Surgery; Carotid stenting; Mortality rate; Radiology; Nursing","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":[0.008846824,0.0002239566,0.001152601,0.002388405,0.0003871966,0.001536927,0.00123262,0.0008555016,0.001023541],"category_scores_gemma":[0.04256826,0.0004585229,0.001478581,0.00589572,0.0005189286,0.00103139,0.0009434916,0.0007905994,0.0000746868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002619724,"about_ca_system_score_gemma":0.008478951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02904899,"about_ca_topic_score_gemma":0.08182982,"domain_scores_codex":[0.9885794,0.00319791,0.004089388,0.0008700323,0.002765355,0.0004979419],"domain_scores_gemma":[0.9532226,0.02164638,0.01792141,0.0006774761,0.005460874,0.001071206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005928006,0.0001893275,0.4741696,0.100843,0.008168226,0.0007169721,0.006658786,0.0006746751,0.0003864648,0.0005697644,0.01540013,0.3916302],"study_design_scores_gemma":[0.0002044395,0.0003660656,0.8933099,0.06154529,0.007088169,0.001272572,0.00759019,0.0002322316,0.0002480784,0.0001286884,0.02793631,0.00007798299],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1688635,0.8188905,0.0004676829,0.004924061,0.0004082283,0.0002043963,0.002856776,0.00002557629,0.003359229],"genre_scores_gemma":[0.6428118,0.3504628,0.001658029,0.002610031,0.0001449853,0.0001351933,0.001898544,0.00001674266,0.0002619406],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02904899,"threshold_uncertainty_score":0.05775976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.105626985460601,"score_gpt":0.4007873391691641,"score_spread":0.2951603537085632,"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."}}